it major projects

Top 50+ Final Year Project Ideas For IT Students [Revised 2024]

In the world of IT education, final year projects are like the grand finale of a thrilling adventure. These projects aren’t just assignments; they’re the culmination of years of learning, exploration, and innovation. Choosing the right final year project ideas for IT students can be both exhilarating and challenging. But fear not! In this blog, we’ll explore a variety of exciting final year project ideas tailored for IT students, ranging from web development to cybersecurity and beyond.

What Are The 4 Types Of IT Based Projects?

Table of Contents

There are various types of IT-based projects, each focusing on different aspects of information technology. Here are four types explained with examples:

• Software Development Projects: These projects involve creating software applications or systems to solve specific problems or cater to user needs. For example, developing a mobile banking application for a financial institution to enable users to perform transactions securely from their smartphones.
• Web Development Projects: These projects revolve around creating websites or web applications to serve various purposes, such as e-commerce, social networking, or information dissemination. An example would be building an online marketplace like Amazon or eBay, allowing users to buy and sell products conveniently.
• Data Science and Analytics Projects: These projects involve analyzing and interpreting data to extract valuable insights or predictions. For instance , developing a predictive maintenance system for manufacturing plants by analyzing equipment sensor data to anticipate machinery failures and prevent downtime.
• Cyber Security Projects: These projects aim to keep our online stuff safe from bad guys who try to mess with it. An example would be implementing a network intrusion detection system (NIDS) to monitor and identify suspicious activities on a corporate network, helping prevent potential security breaches.

Each type of IT-based project requires different skill sets and methodologies but plays a crucial role in advancing technology and addressing real-world challenges.

50+ Final Year Project Ideas For IT Students: Beginners To Advanced

Beginner level projects.

• Personal Portfolio Website: Create a website to showcase your skills, projects, and resume.
• ToDo List Application: Develop a simple app to manage tasks and deadlines.
• BMI Calculator: Design a basic calculator to calculate Body Mass Index (BMI).
• Quiz Application: Build an interactive quiz app with multiple-choice questions.
• Weather App: Create an app to display weather forecasts based on user location.
• Expense Tracker: Develop an app to track expenses and generate monthly reports.
• Recipe Finder: Design a web app to search for recipes based on ingredients.
• Student Management System: Build a system to manage student records, grades, and attendance.
• Blogging Platform: Create a platform for users to write and publish blog posts.
• Online Resume Builder: Develop a tool to help users create professional resumes.

Intermediate Level Projects

• E-commerce Website: Build a website for buying and selling products online.
• Social Media Dashboard: Create a dashboard to monitor and analyze social media activity.
• Task Management Tool: Develop a tool for managing tasks, deadlines, and team collaboration.
• Stock Market Tracker: Design an app to track stock prices and analyze market trends.
• Hospital Management System: Build a system to manage patient records, appointments, and billing.
• Fitness Tracker App: Create an app to track workouts, calories burned, and fitness goals.
• Online Learning Platform: Develop a platform for delivering courses, quizzes, and assignments.
• Real-Time Chat Application: Build a chat app for real-time communication between users.
• Customer Relationship Management (CRM) Software: Create a system to manage customer interactions and sales leads.
• Issue Tracking System: Design a system for tracking and resolving software bugs and issues.
• Parking Management System: Develop a system for managing parking spaces and payments in a city or campus.
• Event Management Platform: Build a platform for organizing and managing events, including ticketing and attendee registration.
• Language Learning App with AI Tutor: Create an app that uses artificial intelligence to personalize language learning lessons and provide feedback.
• Smart Agriculture System: Develop a system to monitor soil moisture, temperature, and crop health for precision agriculture.
• Ride-Sharing App: Build an app for arranging ridesharing and carpooling among users in the same area.
• Online Marketplace for Freelancers: Create a platform for freelancers to offer their services and connect with clients.
• IoT-Based Home Security System: Design a system that uses Internet of Things (IoT) devices to monitor and secure homes against intruders.
• Virtual Classroom Platform: Develop a platform for hosting virtual classrooms, including video conferencing, whiteboarding, and screen sharing features.
• Document Management System: Build a system for organizing, storing, and retrieving documents in digital format.
• Travel Planning App: Create an app that helps users plan trips, book accommodations, and discover attractions at their destination.

Advanced Level Projects

• Artificial Intelligence Chatbot: Develop a chatbot using natural language processing (NLP) and machine learning.
• Blockchain-Based Voting System: Create a secure voting system using blockchain technology.
• Virtual Reality (VR) Tour App: Build an app to provide virtual tours of destinations using VR technology.
• Predictive Maintenance System: Develop a system to predict equipment failures in manufacturing plants using machine learning.
• Autonomous Drone: Build a drone capable of autonomous flight and navigation using computer vision.
• Augmented Reality (AR) Game: Create an AR game that overlays digital elements onto the real world.
• Autonomous Vehicle: Develop a self-driving car using sensors, cameras, and machine learning algorithms.
• Cybersecurity Training Platform: Build a platform for cybersecurity training and simulations.
• Smart Home Automation System: Design a system to control home appliances and devices remotely.
• Personalized Health Monitoring System: Develop a system to monitor and analyze health data for personalized recommendations.
• Quantum Machine Learning Algorithms: Develop machine learning algorithms optimized for quantum computing platforms.
• Brain-Computer Interface for Rehabilitation: Design a system that uses brain signals to control robotic limbs for rehabilitation purposes.
• Autonomous Delivery Drone Fleet: Build a fleet of autonomous drones capable of delivering packages to customers.
• Smart City Infrastructure Management System: Develop a system for managing various aspects of a smart city, such as traffic, energy, and waste management.
• Predictive Healthcare Analytics Platform: Create a platform for analyzing healthcare data to predict disease outbreaks, diagnose illnesses, and recommend treatments.
• Advanced Robotics for Disaster Response: Develop robots capable of navigating and performing tasks in disaster scenarios, such as search and rescue missions.
• Quantum Cryptocurrency: Design a cryptocurrency protocol based on quantum-resistant encryption techniques.
• Space Exploration Mission Planning Software: Develop software for planning and simulating space exploration missions, including trajectory optimization and resource management.
• AI-Powered Personalized Shopping Assistant: Create a virtual shopping assistant that uses artificial intelligence to recommend products based on user preferences and shopping history.
• Autonomous Ocean Exploration Vehicle: Build a self-navigating underwater vehicle equipped with sensors for mapping and studying marine environments.

Expert Level Projects

• Quantum Computing Simulator: Create a simulator for quantum algorithms and computations.
• Neural Network Framework: Develop a framework for building and training neural networks from scratch.
• Swarm Robotics Project: Build a group of autonomous robots capable of collaborating on tasks.
• Genome Sequencing Software: Develop software for analyzing and interpreting genomic data.
• Brain-Computer Interface: Design a system for controlling devices using brain signals.
• Autonomous Underwater Vehicle (AUV): Build a self-driving submarine for underwater exploration.
• Humanoid Robot: Create a humanoid robot capable of interacting with humans and performing tasks.
• Advanced Natural Language Processing (NLP) Tool: Develop a tool for sentiment analysis, language translation, and text generation.
• Quantum Cryptography System: Build a secure communication system using quantum key distribution.
• Fusion Energy Research Project: Conduct research on nuclear fusion as a potential source of clean energy.

How Do You Plan An IT Project?

Planning an IT project involves several key steps to ensure its success. Here’s a comprehensive guide on how to plan an IT project effectively:

• Define Project Objectives:
• Clearly explain what you want to achieve with the project. What’s the problem you’re trying to fix, and what do you hope will happen as a result?
• Make sure your goals are clear, can be measured, are possible to achieve, matter to the project, and have a set timeframe (SMART).
• Conduct Stakeholder Analysis:
• Identify all stakeholders involved in the project, including clients, end-users, project sponsors, and team members.
• Understand their interests, expectations, and potential impact on the project.
• Communicate with stakeholders regularly to gather feedback and address concerns.
• Develop a Project Scope:
• Define the scope of the project, including deliverables, features, functionalities, and constraints.
• Clearly document project requirements, both functional and non-functional, to ensure a shared understanding among stakeholders.
• Create a Project Plan:
• Break down the project into manageable tasks and activities.
• Develop a project timeline with milestones, deadlines, and dependencies.
• Allocate resources, including budget, manpower, and technology, based on project requirements.
• Identify Risks and Mitigation Strategies:
• Make sure to carefully check for anything that could go wrong with the project.
• Come up with plans to deal with these problems and make them less harmful.
• Continuously monitor and evaluate risks throughout the project lifecycle.
• Define Project Governance:
• Establish project governance structures, roles, and responsibilities.
• Clarify decision-making processes, escalation procedures, and communication channels.
• Ensure accountability and transparency among project stakeholders.
• Select Project Management Methodology:
• Choose an appropriate project management methodology based on project requirements, constraints, and organizational culture.
• Common methodologies include Agile, Waterfall, Scrum, Kanban, and Lean.
• Tailor the chosen methodology to suit the specific needs of the project.
• Create a Communication Plan:
• Develop a communication plan to ensure effective and timely communication among project stakeholders.
• Define communication objectives, audience, messages, channels, and frequency.
• Foster a culture of open communication and collaboration throughout the project.
• Allocate Resources:
• Allocate resources, including human resources, budget, equipment, and software tools, based on project requirements and constraints.
• Ensure that resources are adequately trained and equipped to perform their assigned tasks.
• Establish Monitoring and Control Mechanisms:
• Implement monitoring and control mechanisms to track project progress, performance, and compliance with project plans.
• Use key performance indicators (KPIs) and metrics to measure progress against project objectives.
• Implement change control procedures to manage changes to project scope, schedule, or budget.
• Develop a Contingency Plan:
• Prepare a contingency plan to address unforeseen events or disruptions that may impact the project.
• Identify alternative courses of action and resources to mitigate potential risks and minimize project disruptions.
• Review and Refine the Project Plan:
• Regularly review and refine the project plan based on feedback, lessons learned, and changes in project requirements or external factors.
• Adapt and adjust the project plan as needed to ensure alignment with project objectives and stakeholder expectations.

In the dynamic field of IT, final year projects offer a unique opportunity for students to showcase their skills, creativity, and innovation. Whether you’re passionate about web development, mobile app development, software development, data science, cybersecurity, or artificial intelligence, there’s a project idea waiting for you.

So, roll up your sleeves, choose final year project ideas for IT students that excite you, and unleash your creativity! The journey may be challenging, but the rewards are endless. Good luck, future IT innovators!

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155 Final Year Project Ideas For Computer Science Students

Are you a computer science student about to embark on your final year project journey? If so, you’re in for an exciting and challenging ride! Your final year project is a chance to apply what you’ve learned throughout your academic journey and showcase your skills to potential employers. To help you get started, we’ve compiled a list of 155 final year project ideas for computer science students, presented in the simplest language possible.

150+ Final Year Project Ideas For Computer Science Students

Table of Contents

Web Development Projects:

• E-commerce Website : Create an online store with features like product catalog, shopping cart, and secure payment processing.
• Content Management System (CMS) : Build a user-friendly platform for managing website content.
• Blog Platform : Develop a blogging website with user profiles, comments, and likes.
• Event Management System : Design a system to manage and promote events.
• Portfolio Website : Create a website to showcase your own work and achievements.

Mobile App Development:

• Expense Tracker : Build an app to help users manage their finances.
• To-Do List App : Create a task management app with priority levels and reminders.
• Recipe App : Develop an app for sharing and discovering recipes.
• Fitness Tracker : Build an app to track workouts and nutrition.
• Weather App : Create an app that provides real-time weather forecasts.

Data Analysis and Machine Learning:

• Stock Market Predictor : Use historical data to predict stock prices.
• Sentiment Analysis : Analyze social media data to gauge public sentiment on a topic.
• Recommendation System : Build a system that suggests products or content based on user behavior.
• Healthcare Analytics : Analyze medical data to identify trends and improve patient care.
• Image Recognition : Develop an image recognition system for objects or faces.

Networking and Security:

• Network Monitoring Tool : Create a tool to monitor network traffic and detect anomalies.
• Intrusion Detection System (IDS) : Build a system to identify and respond to network intrusions.
• Secure Messaging App : Develop an encrypted messaging app for privacy-conscious users.
• Firewall Management : Create a firewall management tool with user-friendly controls.
• Password Manager : Build a secure password manager for storing and generating strong passwords.

Artificial Intelligence and Robotics:

• Chatbot : Create a chatbot that can answer user questions and engage in conversations.
• Autonomous Drone : Build a drone that can navigate and perform tasks autonomously.
• Gesture Recognition : Develop a system that recognizes hand gestures for controlling devices.
• AI-Based Game : Create a computer game with intelligent non-player characters (NPCs).
• Natural Language Processing (NLP) : Work on an NLP project like language translation or sentiment analysis.

Database Projects:

• Online Library System : Design a database system for managing library resources.
• Inventory Management : Create a database for tracking product inventory in a store.
• Student Information System : Develop a system for managing student records and grades.
• Hospital Management : Build a database system for hospital patient records and appointments.
• E-Voting System : Create an electronic voting system with secure database management.

Web Security:

• Cross-Site Scripting (XSS) Prevention : Develop a tool or technique to prevent XSS attacks on websites.
• SQL Injection Prevention : Create a system to protect databases from SQL injection attacks.
• Firewall Rules Analyzer : Build a tool that analyzes firewall rules for vulnerabilities.
• Secure Authentication : Work on improving user authentication methods for websites.
• Data Encryption : Develop a system for encrypting and decrypting sensitive data.

Augmented and Virtual Reality (AR/VR):

• AR Navigation App : Create an app that provides augmented reality navigation instructions.
• VR Game : Develop a virtual reality game or experience.
• Architectural Visualization : Design an AR/VR tool for visualizing architectural plans.
• Education in VR : Build an educational VR application for immersive learning.
• Medical Training Simulations : Create medical training simulations using AR/VR.

Internet of Things (IoT):

• Smart Home Automation : Build a system to control home appliances remotely.
• IoT-based Health Monitoring : Develop a device for monitoring vital signs and sending alerts.
• Smart Agriculture : Create a system for monitoring and controlling farm conditions.
• Traffic Management : Build a smart traffic management system using IoT devices.
• Environmental Monitoring : Create IoT sensors for monitoring air quality, water quality, etc.

Software Development Tools:

• Code Editor : Create a code editor with features like syntax highlighting and auto-completion.
• Version Control System : Build a version control system like Git.
• Bug Tracking System : Develop a tool for tracking and managing software bugs.
• Continuous Integration (CI) Pipeline : Design a CI/CD pipeline for automated software testing and deployment.
• IDE for a Specific Language : Create an integrated development environment (IDE) for a specific programming language.

Blockchain:

• Cryptocurrency Wallet : Build a digital wallet for managing cryptocurrencies.
• Supply Chain Tracking : Create a blockchain-based system for tracking the supply chain.
• Blockchain Voting System : Develop a secure online voting system using blockchain technology.
• Smart Contracts : Work on smart contracts for automating transactions.
• Blockchain-Based Authentication : Build a secure authentication system using blockchain.

Natural Language Processing (NLP):

• Language Translation Tool : Create a tool that translates text between languages.
• Chatbot for Customer Support : Develop an NLP-based chatbot for customer service.
• Text Summarization : Build a system that summarizes long texts or articles.
• Named Entity Recognition : Create a tool that identifies names, dates, and other entities in text.
• Speech Recognition : Work on a speech recognition system for converting spoken language into text.

Game Development:

• 2D Platformer Game : Create a classic 2D platformer game with levels and challenges.
• RPG Game : Develop a role-playing game with quests, characters, and a storyline.
• Multiplayer Online Game : Build a multiplayer game that can be played over the internet.
• VR Game : As mentioned earlier, create a virtual reality game.
• Augmented Reality Game : Design an AR game that combines the real world with virtual elements.

Robotics and Automation:

• Robotic Arm Control : Build a system for controlling a robotic arm for various tasks.
• Autonomous Robot : Create a robot that can navigate and perform tasks autonomously.
• Voice-Controlled Robot : Develop a robot that responds to voice commands.
• AI-Powered Robot : Work on a robot that can learn and adapt to different environments.
• Robotic Vacuum Cleaner : Build a robotic vacuum cleaner with obstacle avoidance.

Cloud Computing:

• Cloud-Based File Storage : Create a secure file storage system in the cloud.
• Serverless Computing : Develop applications using serverless computing platforms like – .
• Cloud-Based Machine Learning : Implement machine learning models in the cloud for scalability.
• Distributed Systems : Work on projects that involve distributed computing and data processing.
• Cloud Security : Develop tools or techniques for enhancing cloud security.

Cybersecurity:

• Vulnerability Scanner : Create a tool that scans networks or websites for vulnerabilities.
• Password Cracking Detection : Build a system to detect and prevent password cracking attempts.
• Phishing Detection : Develop a phishing detection system for emails and websites.
• Network Traffic Analysis : Analyze network traffic for signs of malicious activity.
• Malware Detection : Create a system that identifies and removes malware from systems.

Computer Vision:

• Facial Recognition System : Build a system that recognizes faces for security or authentication.
• Object Detection : Create a system that can identify and locate objects within images or videos.
• Traffic Sign Recognition : Develop a system that recognizes and interprets traffic signs.
• Gesture Recognition : As mentioned earlier, work on gesture recognition for human-computer interaction.
• Medical Image Analysis : Analyze medical images like X-rays or MRIs for diagnosis.

Data Visualization:

• Interactive Dashboard : Create an interactive dashboard for visualizing data.
• Geospatial Data Visualization : Visualize geographic data on maps.
• Real-time Data Visualization : Develop a system that updates data visualizations in real time.
• Stock Market Data Visualization : Visualize stock market trends and data.
• Healthcare Data Visualization : Visualize healthcare data for better decision-making.

Social Media and Networking:

• Social Media Analytics : Analyze social media data to gain insights into user behavior.
• Friend Recommendation System : Build a system that suggests friends or connections on social networks.
• Social Media Sentiment Analysis : Analyze sentiment on social media platforms.
• Online Dating Platform : Create a platform for online dating with matching algorithms.
• Social Networking App : Develop a new social networking app with unique features.

Human-Computer Interaction (HCI):

• User Interface Design : Work on improving the user interfaces of existing software.
• Voice User Interface (VUI) : Create a voice-controlled interface for a software application.
• Gestural User Interface : Develop a user interface that responds to gestures.
• Accessibility Tools : Build tools to make software more accessible to people with disabilities.
• Virtual Reality User Interface : Design a user interface for VR applications.
• Big Data Analytics : Analyze large datasets to extract valuable insights.
• Real-time Data Processing : Develop systems for processing real-time data streams.
• Data Warehousing : Create a data warehousing solution for storing and retrieving data.
• Big Data Visualization : Visualize big data in meaningful ways.
• Predictive Analytics : Use big data to build predictive models for various applications.

Internet Security:

• Secure File Transfer : Develop a secure file transfer protocol or application.
• Email Encryption : Create a system for encrypting email communications.
• Identity Verification : Build a system for secure online identity verification.
• Secure Online Payments : Work on enhancing the security of online payment systems.
• Network Security Audit : Develop tools for conducting security audits on computer networks.

Mobile Security:

• Mobile App Security Scanner : Create a tool to scan mobile apps for security vulnerabilities.
• Anti-Malware App : Develop a mobile app that detects and removes malware.
• Mobile Payment Security : Enhance the security of mobile payment apps.
• Secure Messaging App : As mentioned earlier, build a secure messaging app.
• Mobile Device Tracker : Create a tool for tracking and recovering lost or stolen mobile devices.

Software Testing:

• Automated Testing Framework : Develop a framework for automated software testing.
• Load Testing Tool : Create a tool for simulating heavy user loads on web applications.
• Code Coverage Analyzer : Build a tool to measure code coverage during testing.
• Bug Reporting System : Design a system for efficient bug reporting and tracking.
• Test Data Generation : Develop a tool for generating test data.
• 2D Game Engine : Create a game engine for developing 2D games.
• Physics Engine : Build a physics engine for realistic game physics.
• Game Level Design Tool : Develop a tool for designing game levels and environments.
• Multiplayer Game Server : Create a server for hosting multiplayer games.
• Game AI Framework : Design a framework for implementing game AI.
• Serverless API : Build a serverless API for deploying and managing APIs.
• Container Orchestration : Develop a system for orchestrating containers in the cloud.
• Cloud Cost Management : Create tools for monitoring and managing cloud infrastructure costs.
• Serverless Data Processing : Implement data processing workflows using serverless architecture.
• Cloud-based IoT : Build an IoT platform that leverages cloud services.
• IoT-Based Home Automation : Create a system to control home appliances and security using IoT.
• Smart City Solutions : Develop IoT solutions for enhancing urban living.
• IoT in Agriculture : Create IoT devices and systems for precision agriculture.
• Industrial IoT : Build IoT solutions for monitoring and optimizing industrial processes.
• IoT-Based Healthcare : Develop healthcare devices and systems using IoT.
• Text Generation : Create a system that generates human-like text based on input data.
• Language Translation : Work on improving machine translation systems.
• Chatbots for Specific Domains : Develop chatbots tailored to specific industries or topics.
• Speech-to-Text and Text-to-Speech : Build systems for converting spoken language to text and vice versa.
• Emotion Recognition in Text : Create a system that can detect emotions in written text.

Artificial Intelligence (AI):

• AI-Powered Personal Assistant : Develop a personal assistant like Siri or Alexa.
• AI-Based Game Opponents : Create intelligent AI opponents for computer games.
• AI in Healthcare : Build AI systems for diagnosing diseases or suggesting treatments.
• AI in Education : Create AI-based educational tools and platforms.
• AI in Finance : Work on AI applications in the financial industry.
• Robotic Arm for Surgery : Develop a robotic system for assisting surgeons.
• Autonomous Delivery Robot : Create a robot for delivering packages autonomously.
• Robotic Pet Companion : Build a robot designed to provide companionship to users.
• Robotic Exoskeleton : Develop an exoskeleton for assisting people with mobility challenges.
• Autonomous Cleaning Robot : Create a robot for cleaning and maintaining spaces.
• Blockchain-Based Supply Chain : Develop a blockchain solution for supply chain transparency.
• Blockchain Identity Verification : Create a system for secure identity verification using blockchain.
• Blockchain-Based Voting System : As mentioned earlier, work on a blockchain-based voting system.
• Blockchain for Intellectual Property : Use blockchain for protecting intellectual property rights.
• Blockchain in Education : Implement blockchain solutions for verifying educational credentials.

That’s quite a list of project ideas for computer science students! Remember, the key to a successful final year project is to choose something that genuinely interests you and aligns with your skills and career goals. So, take your time to explore these ideas, consult with your professors, and select a project that excites you. Good luck with your final year project, and may you succeed in your computer science journey!

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10 Best Computer Science Projects To Hone Your Skills

Computer science is that branch of science, which deals with the study, development, and maintenance of computers and computer systems. It is also a diverse field that is the superset of data science, information technology, networking, programming, web development, and a galore of other full-fledged research and interest areas.

The ongoing COVID-19 outbreak has disrupted the traditional way of pursuing education. As such, more and more people prefer to enroll online for distant and virtual modes of learning; if you’re also looking for a suitable computer science degree that you can complete without going out, check out these best online computer science degree programs .

Learning computer science demands developing and building a lot of skills. What could be better than a project to learn - and/or assess your ability that you’ve developed up until now in - computer science! Now, where to get the best computer science projects? Right here! But wait?

Still thinking, “why I need a computer science project to learn/assess my ability in the same?” Let’s answer that first:

• Computer Science Projects - Stepping Stones For A Better, Rewarding Future

Students often tumble over the question of what benefit they will get by working and developing projects in computer science, data science, or programming.

Also, if they are also, somehow, bothered thinking why they should give their best when working on computer science projects, then don’t worry because we are going to make things clear.

Most computer science courses' curriculum focuses on developing various skills, namely web development, programming, data analysis, content management, and more, but the implementation of these skills is something that students have to take care of themselves.

By working on a computer science project, candidates can also carve an opportunity for themselves to implement and test what they have learned. They can develop multiple computer science projects during the process and add them later to their portfolio, which will eventually help them land a good job, or, maybe, champion a college major or some specialization.

So, if anyone wants their future as an IT professional to be bright, they must work on one, or more, of the most popular computer science projects listed here. Much said already! Without wasting - any more - time, let’s get started with our pick of the top 10 computer science projects.

• 10 Best Computer Science Projects

1. Real-Time Weather Forecasting App

Type - Application Development, Programming, Web development Expected Time to Complete - 1 to 3 days Level - Beginner

Objective(s)

• To develop a web-based weather application that provides real-time weather information of a location, such as
• Current temperature, and
• Chances of precipitation.
• Also, it tells if it is going to be a sunny, cloudy, or rainy day ahead.

Project Overview

If you do not have any prior experience working on computer science projects, it’s better to get going with a project idea that is simple and effective.

The development of a weather application, which provides weather data for a particular location, would be a great way to test your coding skills.

To develop a weather application, all you need is the basic knowledge of the trifecta of web development, i.e., HTML, CSS, and Javascript. For creating a proper back-end of the app server in JavaScript, you will have to get familiar with Node.js and Express technologies.

It would be best to learn how to use API calls to get weather data from another website (like weatherstack.com) and display selective data right inside your webapp.

For the weather application’s UI, you need to conjure an input text box where users can enter the name of a location for which they wish to check the weather. As soon as the user hits the search button - most likely to be adjacent to the text box, but you are free to get creative as per your liking - the weather forecast for the entered location should be displayed.

Reference Free Projects @GitHub:

• Weather Forecast Android App
• Weather Forecast App

2. Basic Hospital Management System

Type - Application Development, Database Management, Programming Expected Time to Complete - 2 to 4 days Level - Beginner

• To develop a system that hospitals can use to digitize and manage their data, such as patient information, appointments, lab test results, patient diagnosis details, etc.

Developing a basic hospital management system is quite easy, even if you are a beginner. You can develop a functional hospital management system leveraging basic forms of HTML and CSS.

The developed system should get new data entries, store them, and let hospital officials and/or a system administrator(s) access and view data.

You need to design the hospital management system, so it automatically assigns a unique ID to each patient registered at the said hospital. Other than the patients, the system should also store information about the staff members, all in a local database.

When the database grows, it might become difficult for the hospital staff or the system administrator to find data related to a particular patient or staff member. So, it’ll be a good idea to add search functionality to make it easier to find specific details across hundreds - or even thousands - of stored records.

While you can use the local storage of the machine that runs the hospital management system, it is also possible to use a cloud database. Both have their distinct advantages over one another. You must figure them out on your own to make the project more challenging.

• Hospital Management
• Hospital Management System
• Sozer Hospital Management System

P.S. - Want more computer science projects focusing on HTML? Try these best HTML projects .

Related Course

Computer Science 101: Master the Theory Behind Programming

3. Optical Character Recognition (OCR) System

Type - Algorithm Design, Image Processing, Optical Recognition, Programming, System Development Expected Time to Complete - 4 to 6 days Level - Intermediate

• The optical character recognition (OCR) system should be able to process images and identify characters.
• Also, the system needs to give users the flexibility to search and manipulate the data.

To accomplish this project, you need to work with an algorithm that makes image recognition possible. This algorithm will enable the processing of images and search for characters in them.

Before working on the OCR system development, you must get a clear idea of how optical recognition technology works. Make sure that you build a good understanding of all the underlying concepts beforehand.

The two most popular technologies to develop a character recognition system are Python and MATLAB. It is advisable to select that particular technology which you want to use more frequently in the future.

While planning the project development work, you may need to set some accuracy level for your OCR system to achieve at the end of the project. Remember, the more accurate your OCR system in processing and identifying the characters in an image, the better.

• Tesseract OCR

4. News Feed Application

Type - Application Designing, Application Development, Programming Expected Time to Complete - 3 to 6 days Level - Intermediate

• Development of an online news feed application that gives users access to the latest news and events.
• The application should also be capable of fetching and displaying local as well as global news.

Building a news feed application is a great way to boost your app development skills as a computer science student. You can either create a web-based news feed application that runs inside browsers or a dedicated mobile app for smartphone users or both; the choice is completely yours.

The biggest challenge you need to tackle while developing the news app is ensuring that the app loads in the minimal time while delivering robust performance. The app should be capable of handling multiple requests from different users at the same time without crashing.

To get the latest and trending news, you can use free news APIs offered by various providers, like Bloomberg , Guardian, and Financial Times. Just keep in mind that the freely-available news APIs offer a limited number of API calls on a daily or monthly basis.

You need to create the front-end and the back-end of the app and thus require both front-end and back-end development technologies. The app can be easily created using any popular programming language, like JavaScript, Python, Java, etc.

• Making Headlines
• NewsFeed MVI Dagger

5. Library Management System

Type - Database Management, Database Manipulation, Programming, System Design, System Development Expected Time to Complete - 4 to 7 days Level - Intermediate

• The library management system should make it easier for library professionals to manage their day-to-day activities, such as
• Issuing books,
• Keeping a record of all the books issued, 
• The books that are available for borrowing et cetera.

Developing a library management system will help you become well-versed in database management and data manipulation. The library management system intends to bring automation and eliminate traditional paperwork.

To work on this project, you need to step-up your knowledge about database management (SQL and/or NoSQL database), UI design, and back-end logic development.

The library management system should allow students to create personal accounts that they can use to view the list of available books and initiate requests for issuing the same. Also, the system needs to have separate administrator access for library officials to update the availability of books, review book issue requests, and maintain a list of defaulters.

Additionally, it can also track the fine levied on unreturned or overdue books. It is also possible to add some more advanced features to the library management system, such as issuing ebooks and sending automated SMS notifications to students regarding the due dates for returning the books.

• A Library Management System with PHP and MySQL
• Library Management System
• Library Management System - Java
• LightLib Library Management System

6. Virtual Private Network

Type - Application Development, Data Security, Networking, Programming Expected Time to Complete - 5 to 8 days Level - Intermediate

• The project demands creating an application that allows users to convert their public network into a private network.
• The connection to the internet established using the VPN application will be encrypted, thus ensuring data exchange between the user and the server.

If you are interested in computer networks and the internet, creating a virtual private network (VPN) system would be something that is going to help you boost your knowledge and skills in this particular niche of computer science.

The VPN system proposed in this project will let users add a secure extension to their public networks. But first, you should know that there are two different approaches for creating a VPN, namely  IPSec (Internet Protocol Security) and SSL (Secure Socket Layer). Although both are good options, SSL is the better choice for developing a VPN.

The project will help you get familiar with various principles and technologies associated with computer networks such as authentication, public-key infrastructure (PKI), et cetera.

• Lethean VPN
• Neutron VPNaas
• Private Azure Kubernetes Service Cluster

7. e-Authentication System

Type - Authentication, Information Security, Programming, System Development Expected Time to Complete - 4 to 7 days Level - Intermediate

• In this project, the aim is to develop an e-Authentication system that uses QR code and One Time Password (OTP) to assess the user's authenticity.
• The e-Authentication system can be used to add an extra layer of security for users logging into their accounts on a website or application.

For any website or application where users can create and log in to their accounts, it is essential to rule out the possibility of unauthorized access. To accomplish the same, you can develop an e-Authentication system that uses QR code and OTP to ensure secure user login.

Once a user registers or creates an account on a website/app using a set of credentials, usually the email and password, the e-Authentication System will be put into work when the same user will log into their account.

After entering the email id and password for logging in, the user will then be asked to authenticate themselves using either a QR code or an OTP.

If the user selects and proceeds with the QR authentication method, a random QR code will be generated by the e-Authentication system and sent to the user’s registered email id. On the other hand, while opting for the OTP authentication method, the user will receive an OTP code on the registered email or phone number.

The user will only be logged into their account if they complete the authentication process initiated by the e-Authentication system.

• JWT (JSON Web Token Authentication for Laravel & Lumen)

8. Real-Time Web Search Engine

Type - AI, Machine Learning, Programming, Web Annotation Expected Time to Complete - 6 to 10 days Level - Master/Expert

• This project requires developing a web search engine that displays a list of web resources relevant to the user's search term.

If you have prior experience working on smaller or entry-level computer science projects and want to move a step further, then working on developing a web search engine is a good idea.

For crafting a search engine, you need to use web annotation to allow your search engine to access web pages and other online resources. Like a typical search engine, you need to provide a text box in which users can type their queries and hit the search button or hit enter to get relevant results.

The results displayed by the search engine needs to be arranged in the form of a list. Also, you can limit the number of search items displayed on a page to 10 or 15. This way, the search engine needs to have multiple search result pages.

For search suggestions and ensuring that the most relevant results are displayed, you can use AI and machine learning. However, incorporating such advanced technologies in your search engine will make the project more complex, more time-consuming, but yes, more fascinating too.

• RofiFtw (Rofi for the web)
• AskLawrence Search Engine & Screen
• Sociopedia Twitter Knowledge Engine
• Web Search Engine

9. Task Management Application

Type - Application Design, Application Development, Authentication, Database Management, Programming Expected Time to Complete - 5 to 9 days Level - Master/Expert

• To develop a dedicated task management app that allows users to
• Create personal profiles,
• Log in to their accounts securely with a proper authentication process,
• Add multiple tasks within the app,
• Manage multiple task lists, and
• Mark tasks as completed.

This is yet another project that will test your technical knowledge and coding skills to a greater extent. The task app needs to have an intuitive interface that will make it easier for users to interact with the app and manage their tasks.

The task app must allow users to create distinct accounts and start managing their everyday tasks effectively. A user's data should only be accessible to him/her, and an authentication system needs to be in place to safeguard the account from unauthorized access or accidental login.

As for the app, the user should add individual tasks or organize multiple tasks under a single task list. Also, the user should have the flexibility to create multiple task lists and manage several tasks altogether. Once completed, users can mark a task as completed.

For successfully developing the task, you need to have the knowledge and prior experience of working with full-stack development technologies such as MEAN stack (JavaScript) and LAMP stack.

• Pomo (Command-line application following the Pomodoro time management technique)
• Task Management Application using Vue.js

10. Chat App

Type - Application Development, Application Designing, Multi-thread Processing, Networking, Socket Programming Expected Time to Complete - 5 to 10 days Level - Master/Expert

• The project requires the development of a chat application that supports instant messaging.
• The chat app will allow users to create personal accounts from where they will send messages to other chat apps users.

The project is about developing a chat application using Python. Users can sign up to create their accounts and send instant text messages. The project largely focuses on utilizing concepts of socket programming and multi-thread processing.

The project is a little tricky to work with. You need to understand how sockets work and understand various principles related to computer networks.

You need to set up a server to handle user requests to connect and exchange messages in real-time. The chat app functionality can be extended by allowing users to exchange files along with normal text messages.

• Firebase Codelab: FriendlyChat
• WebSocket Chat
• Simple WebSockets Chat App

That wraps up our list of the best 10 computer science projects. Working on these projects will allow you to successfully prepare yourself for embarking on a professional journey in the lucrative field of computer science and IT or, at the very least, to assess your abilities in the same.

What’s important is that you gain something from these, which you will definitely, if you work on these computer science projects with pure dedication. If that’s done, then that fulfills the purpose of this write-up. Best of wishes! Stay safe, keep learning, and keep growing.

Computer science is a complex, interdisciplinary field of study. In addition to programming, web development, networking, et cetera, computer science succeeding also requires good mathematical abilities. Try these best computer science mathematics tutorials to enhance the same.

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Major Project for CSE

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Few python based project titles for cse students.

Over 50+ Python-based Major Projects for CSE have been given below. 

Attendance Tracking System using Cloud Computing 

Lung Cancer Image Segmentation using Various Image Processing Techniques 

Analysis of Different Classification Algorithms for Lung Cancer Detection

A Novel Approach to Predict Early Stage of Breast Cancer using DL

Sentimental Analysis of Placement Data for Job Classification by Students Using Naive Bayes in Comparison with Support of Vector Machine 

Electricity Load and Price Forecasting Using Deep Learning 

Leaf Disease Detection Using Deep Learning Techniques 

Crop field paddy crop disease detection using SVM and CNN algorithm

A Model for Prediction of Tomato Crop Disease Using CNN

A Web Application for Bit Coin Price Prediction using Machine Learning 

Job Career Guidance 

Face Recognition Using Computer Vision and CNN Algorithm 

Accurate Feature Elimination approach in Ensemble Learning on NSL-KDD dataset 

Smart E-Banking Transactions

Web Accessibility of Educational Information in College and Providing Communication Between Students 

Currency Classification System using Deep Learning

Enhancing Accuracy in Detecting Vehicles Using Sift Over SVM, CNN, Yolo, SSD 

Accurate Short Text Classification using Bi-LSTM 

Accurate Newspaper Article Classification Using Multi-Class Support Vector Machine 

Performance Analysis on Student Feedback using Machine Learning Algorithms 

Smart Library Management 

Desktop Supermarket Application 

Improvement in Automated Diagnosis of Soft Tissues Tumors Using Machine Learning 

Identification of Plant Nutrient Deficiencies Using Convolutional Neural Networks 

Psychology Chatbot

Analyzing of Product Reviews using Sentimental analysis 

Customer Segmentation

Deep Learning for Weed and Crop Classification

Stock Price Prediction using DL 

Online Bed Booking for Quarantine

Online Fruits and Vegetables Recycling and Reuse System 

Dynamic Selection an Classifier for Software Fault Prediction

Lane Line Detection Using Python 

Rasa Chatbot for Restaurant 

Faculty Authentication System Based on Face Recognition 

Harmfull Object Detection 

Showing Vaccination Status with Certificate of User on Face Recognition 

Yoga Recommendation and Monitoring System 

Recommendation System for Personalized Outfit Designing 

Automatic Paper Corrector 

Prediction Of Water Quality Using Machine Learning Algorithm

Vehicle Speed Detection Using Open CV 

Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets on Vehicle Insurance Data 

Product Review System

Soil Parameters Database Create a Website Regarding Plants and its Parameters with their Information Python Programming 

Safety Helmet Detection in Industrial Site Using OpenCV 

NGO Helpers 

Detecting Unauthorized Access of Personal Device

Educational Chatbots

Age from Faces in the Deep Learning Revolution

Online Herbs Shopping 

Online Food Ordering System 

Company employee profile using QR code 

Online Interaction System 

Healthcare Chatbot 

Real Time Face Mask Detection

E-blood Bank Monitoring Hospitals 

Deep Learning Based Deforestation Classification

Teacher Automatic Time-table Software Generation System Using Python 

Fruit Disease Detection Using Color,Texture and ANN 

Image Classification And Inference Engine For Machine Learning 

Online Rental System 

Human Action Recognition 

Online Book Store System Cloud Infrastucture 

Online Voting System

Online Hurbs Shopping 

Message Passing Through Application Using Python 

Federated Learning for Mobile Keyboard Prediction 

Rumor Stance Prediction 

Employee Dash Board 

Also check :  Mini Projects for CSE

Few Android Based Project Titles for CSE Students

Over 50+ Android -based Major Projects for CSE are listed below.

Go Grocery App

Startup Assistant

Happy life: Suicide Control App 

Food Freshness Checker 

Goods-Transporter App 

My Personal Chef 

Real-Time Translation App AR

E-Ayurveda Recommended Solution for All Disease 

Voice Assistance Android App for Visually Impaired 

Kisan Salah: An App on Farming 

Public Transport App

Invest in Idea 

Give away Your Items 

Covid-19 Quarantine

Smart Parking

Real-Time Translation App AR 

Disease Doctor 

Bus Reservation System

Soil with Suitable Farming 

DIY Encouragement App

Rescue Wings Active Services Support for Disaster

Intelligent Job Tracking 

iMadeDiagno Self Diagnosis System for Disease Treatment 

Smart Helper 

Safety Covid-19 

ATM Security 

Identify Face Expression Changer Using Tensor Flow 

V-Walk 

College Bus Tracking System

Automatic Seating Arrangements

Android Based Student Fees details Application

Home Automation For Disabled Persons Using His Voice Tag

Navigation And Obstacle Detection For Visually Impaired 

IS YOUR ANDROID APP INSECURE! 

COVID-19 Tracker 

Visual Product Identification for Blind using Android 

Smart Mechanical Service Application

Online Voting App 

SHCM (Smart Home With Conditional Monitoring) 

Covid-19 Contact Tracer

Voice assistance for blind people

Human Andro system 

Android robot car using Accelerometer Sensors

Office Automation

Baby Monitoring System

Local Medical Search 

Humanoid robot control by using ANDROID with GPRS technology

Android Robot Helicopter using Accelerometer Sensors 

Implementation and modelling of robotic arm using Android

Human Activity Detection in Coma Patient 

Virtual Cook Application to cook with the existing ingredients

Language to Language translator in the Medical Industry

Notify Music Recommendation app karaoke

Intruder detection in Queue

Allotting Restaurant time/Ordering Food with AI 

Sound locker with IoT

Alcoholic self Control App 

Java-based Major Project for CSE final year

Right from the past few years, the java-based projects have been in loop, thus, we discussed a few below for your reference. 

Web Application for Breast Cancer Prediction

Banking Transaction System using Encryption and Decryption 

Cloud Data Audition Techniques with a Privacy and Security Focus 

Mail Tracker

Web Based Database And Sms To Facilitate Health Care Medical Emergency 

Daily Pulse of Covid-19 

Privacy Preserving Data Processing with Flexible Access Control

Anonymous Traceble Group data sharing in Cloud Computing

Online Loading Management System 

Organization Faults Maintenance System 

HealthCare Chatbot System

Biometric Based Exam Gate Authentication System With Sms Alert 

Instant Plasma Donor Recipient Connector Web Application

Village Development System 

Travel Management System

Student Help Desk 

Online Retail Management System

Web Server Management System 

Covid Patients Tracing Web Application 

E-calculator For Calorie Calculating And Provide Suggestions 

Put A QRcode in Your ClassRoom 

Consumer Sales Online Fake Review Detection and Deletion 

E-Blood Bank Monitoring Hospitals

Conducting Exams with Different Sets and Create Hall Tickets with QR Code 

E-singers Online Rank Providing for Singers Based on Songs 

Student Grievance Support System 

E-Assessment and Evaluation 

Text and Image Encryption Decryption Using AES Algorithm

Also check :  Project Topics for BTech Computer Science

PHP Based Major Project for CSE Final Year

Many web applications are usually built based on PHP, a few of which have been listed below.

E-Ration 

Admission Management System

Hostel Food Wasteage Management System 

Fake Product Review Monitoring System

Exam Seating Arrangment System

Alumni Guest House Management System 

Medical Consulation

Hall Ticket Generation

Faculty Leave Management System 

Employee Transport Management System

Department of Web Portal

College Campus Recruitment and Placement Management System

Doctors Appointment

Crop Health Management System 

Blood Donation Management System 

Various Machine Learning and Deep Learning Projects for CSE students

Many  B.tech Major Projects for CSE  students have started concentrating on several diverse fields-based machine and deep learning concepts. Thus, we have listed a few below.

Sentiment Classification from Text Using Deep Learning Algorithm

Anemia Estimation for Patients Using a ML Model 

Machine Learning Algorithm For Brain Stroke Detection

Deep Analysis of Autism Spectrum Disorder Detection Techniques

Electricity Price Forecasting for Cloud Computing Using an Enhanced Machine Learning Model 

Comparative Analysis of ML Algorithms for Drought for Prediction

Detection of Chronic Kidney Disease using Machine Learning and Deep Learning Algorithms 

Detecting and Characterizing Extremist Reviewer Groups in Online Product Reviews 

Fraud Detection in Credit Card Data using Unsupervised Machine Learning Based Scheme 

Analysis for Disease Gene Association Using Machine Learning 

A Novel Ensemble Learning Paradigm for Medical Diagnosis With Imbalanced Data 

Construction of Machine-Labeled Data for Improving Named Entity Recognition by Transfer Learning 

A Comparative Approach to Predictive Analytics with Machine Learning for Fraud Detection of Realtime Financial Data 

An Experimental Study for Software Quality Prediction with Machine Learning Methods 

Predicting Flight Delays with Error Calculation using Machine Learned Classifiers 

CLEMENT: Machine Learning Methods for Malware Recognition Based on Semantic Behaviours 

Hazard Identification and Detection using Machine Learning Approach 

Machine Learning based Rainfall Prediction

Advanced Prediction of Performance of A Student in An University using Machine Learning Techniques

COVID-19 Future Forecasting Using Supervised Machine Learning Models 

Novel XGBoost Tuned Machine Learning Model for Software Bug Prediction 

Track&go A Location Prediction Web Application 

Deep Learning for Plant Species Classification 

Transfer Learning for Recognizing Face in Disguise 

Deep Learning For Large-Scale Traffic-Sign Detection And Recognition

Animal Detection in Farms Using OpenCV 

Classification of Poetry Text Into the Emotional States Using Deep Learning Technique 

Clement Machine Learning Methods For Malware Recognition Based On Semantic Behaviours 

Rice Leaf Diseases Classification Using Cnn With Transfer Learning 

Handwritten Character Recognition System

Classification of Electromyographic Hand Gesture Signals Using Modified Fuzzy C-Means Clustering and Two-Step Machine Learning Approach

Research on Medical Image Classification Based on Machine Learning

Covid-19 predictor using X-Ray Images Analysis 

Noise Suppresed Image Enhancing Environment

Analysis of Facial Sentiments: A Deep-learning Way 

Deep Convolution Neural Network for Big Data Medical Image Classification 

Image Denoising via Sequential Ensemble Learning 

Emotion Recognition using Speech Processing 

Deep Learning Based Fusion Approach for Hate Speech Detection 

Image-Based Plant Disease Detection: A Comparison of Deep Learning and Classical Machine Learning Algorithms 

Learning Deep Gradient Descent Optimization for Image Deconvolution 

Evaluation of Deep Learning Techniques in Sentiment Analysis from Twitter Data 

On the Feasibility of Deep Learning in Sensor Network Intrusion Detection 

Deep learning for Classification and Localization of COVID-19 Markers in point-of-care Lung Ultrasound

Deep Learning in Ultrasound Imaging

Deep Facial Diagnosis: Deep Transfer Learning From Face Recognition to Facial Diagnosis 

Deep Learning for Natural Language Parsing

Transfer learning-based Object Detection by using Convolutional Neural Networks 

Cloud Computing-based Major Project for CSE final year Students

Due to the adoption of cloud-based techs, the cloud-oriented projects have been adopted by recent aged firms. A few of them are listed below.

Combining Data Owner-side And Cloud-side Access Control For Encrypted Cloud Storage

Secured Outsourcing Towards A Cloud Computing Environment Based On Dna Cryptography

Data Security In Cloud Computing Using Aes Under Heroku Cloud

Reputation-aware Trust And Privacy-preservation For Mobile Cloud Computing

Verifiable And Multi-keyword Searchable Attribute-based Encryption Scheme For Cloud Storage

Normal Cloud Model-based Algorithm For Multi-attribute Trusted Cloud Service Selection

Dynamic Multi-keyword Ranked Search Based On Bloom Filter Over Encrypted Cloud Data

Secure Data Group Sharing And Conditional Dissemination With Multi-owner In Cloud Computing

Accountable Privacy-preserving Mechanism For Cloud Computing Based On Identity-based Encryption

Attribute-hiding Predicate Encryption With Equality Test In Cloud Computing

Semantic-aware Searching Over Encrypted Data For Cloud Computing

Takeoff Projects Support for Major Projects for CSE Students

At Takeoff Projects, we assure to serve every student for their project need irrespective of their requirements and initial right from the beginning of the project. We have successfully accomplished many   Major Projects for CSE   by serving computer science-based project genres like Python, Android, PHP, Java, Cloud Computing, Machine learning, deep learning, etc.

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Software Project Ideas

Get a list of the latest software engineering project topics. This is a compiled list of innovative software project ideas waiting to be implemented. Browse through these new topics for software projects prepared and constantly updated by our team to provide new ideas to software engineering students & engineer for learning & improving your programming.

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All Software Projects Ideas and Topics

• AI Healthcare Bot System using Python
• ShareBook App Android Book Sharing Application
• Travel Together – A Travel Buddy Finder System
• Travel and Tourism Website using Python
• Android Grocery Management App
• Android Local Geofence System
• Digital Scrabble Word Dictionary Game Python
• Automatic Pronunciation Mistake Detector
• Chronic Obstructive Pulmonary Disease Prediction System
• College Placement System Using Python
• Medical Report Management & Distribution System on Blockchain
• Biometric Student Attendance System App
• Music and Shows Finder Flutter App
• Timer Based Phone Silencer App
• Face Recognition Attendance System for Employees using Python
• Liver Cirrhosis Prediction System using Random Forest
• Android Carpool Ride Sharing App
• Staff Scheduling Android App
• Android Smart Bus Pass App
• Wheelchair Guidance & Assistance App
• Multiple Disease Prediction System using Machine Learning
• Online Auction System using Python
• Online Voting System Project Python
• Secure Persona Prediction and Data Leakage Prevention System using Python
• Stroke Prediction System using Linear Regression
• Toxic Comment Classification System using Deep Learning
• Flutter Based Digital Classroom App for Android & iOS
• Extracurricular Event Tracking System App
• Flutter Based Blood Donation App
• Organic Food Traceability System using Blockchain
• Pharma Supply Chain System using Smart Contracts
• School Security System using RFID
• Contact Recognition App Using Fingerprint Sensor
• Android Based Image Steganography
• Android Voting System Using Face Recognition
• Android TTS OCR Converter System for People with Visual Disability
• Shared Office Finder System Using Flutter
• Memory Card Game Flutter App
• Flutter Based Bill Reminder App
• Three-Level Password System Using Python
• Skin Disease Detection System Using CNN
• Signature Verification System Using CNN
• Online Election System Using Python
• Library Management System Using Python
• Heart Failure Prediction System
• Python Doctor Appointment Booking System
• Yoga Poses Detection using OpenPose
• Credit Card Fraud Detection System Python
• Evidence Protection System Using Blockchain Technology
• Blockchain Shipment Management Tracking System
• Learning Disability Detector and Classifier System
• Online Stock Photo Ecommerce Website
• AI Mental Health Therapist Chatbot
• Ecommerce Fake Product Reviews Monitor and Deletion System
• File Transfer System using Elliptic Curve Cryptography
• Smart Campus Surveillance and Guidance System
• Criminal Investigation Tracker with Suspect Prediction
• Distributed Dealership Network Analyzer and Sales Monitor
• E Healthcare – Online Consultation And Medical Subscription
• Automated College Timetable Generator
• Intelligent Mobile Travel Guide Flutter App
• Indoor Navigation System App using Flutter
• Smart Time Table Generation Flutter App Using Genetic Algorithm
• Identifying Fake Products Through A Barcode-Based Blockchain System
• Recipe Recommendation from the Ingredients Flutter App
• Flutter Virtual Watch Party App
• Ambulance Booking System using Python
• Chatbot Assistant System using Python
• Child Vaccination Management System using Python
• Dental Caries Detection System using Python
• Movie Success Prediction System using Python
• Online Complaint Registration & Management System using Python
• Organ Donation System using Python
• Speech Emotion Detection System using Python
• Student Feedback Review System using Python
• Use of Pose Estimation in Elderly People using Python
• Real Estate Booking System using Smart Contracts
• Trusted Crowdfunding Platform Using a Smart Contract
• Android Job Portal System App
• AI Chatbot App using Dialog Flow in Flutter
• Body Pose Detection App using Google ML-Kit Flutter
• Flutter Based Calories Tracker App
• Flutter Based House Bidding Application
• Flutter Medicine Tracker and Notification App
• Flutter Payment Reminder App
• Restaurant Employees Tip Calculator System App Flutter
• Time series Anomaly Detector App using Azure Cognitive Services
• YouTube Giveaway Manager App Using Flutter
• Vehicle Number Plate Detection and Recognition Python
• Green Screen Background Remover using OpenCV Python
• Intelligent Video Surveillance Using Deep Learning System
• Leaf Detection System using OpenCV Python
• Music Genres Classification using KNN System
• Traffic Sign Recognition System using CNN
• Auto capture Selfie by Detecting Smile Python
• Blockchain based Loan Management System with Smart Contracts
• Blockchain Rental Property System with Smart Contracts
• Personal Goal Tracking App using Flutter
• Stay Safe Security App With Scream Alert
• Android Hostel Management System App
• Android Investment Tracker App
• Anti-Money Laundering System using Blockchain
• Blockchain-based Transaction and Settlement System
• Blockchain based Cloud File Sharing System
• Blockchain based Cross Border Payment System
• Blockchain based Merchant Payment System
• Organization Finance Tracking System using Blockchain
• Blockchain based Personal Identity Security System
• Face Recognition Attendance System using Python
• Human Detector and Counter using Python
• Pneumonia Detection using Chest X-Ray
• Music Recommendation System by Facial Emotion
• Parkinson’s Detector System using Python
• Website Vulnerability Scanning System
• Lost Item Tracker App
• Periodic Bell & Timetable Reminder App
• Flutter based SMS Scheduler App
• Teacher Tracking System Flutter
• Train Food Ordering App
• Vehicle Maintenance and Mileage Tracker App
• Event Registration System with QR Code
• Flutter based Music Player App
• Flutter based Online Auction App
• Flutter Based Online Helpdesk System
• Bone Fracture Detection using Python
• Cryptocurrency price prediction using Machine Learning Python
• Depression Detection System using Python
• Car Lane Detection Using NumPy OpenCV Python
• Sign Language Recognition Using Python
• Signature verification System using Python
• Blockchain Tender/Contract Management System in Python
• Flutter based Interview Preparation App
• Digital Fare Meter App for Drivers Based on Flutter
• Driver Drowsiness Detection System Using Python
• Flutter Based Barter Trading System App
• Money Management App for Expense Planning Flutter
• Predicting House Price Using Decision Tree
• Blockchain based Disk Space Rental System
• Blockchain Based Crowdfunding Platform
• Blockchain Based Antiques Verification System
• Elevator Saga: Fun Game Flutter App
• Detecting Brain Tumors and Alzheimer’s Using Python
• Hangman Game: Vocabulary Building Flutter App
• Secure File Access System Android App
• Electronics Ecommerce Website Python
• Brain Tumor and Alzheimer’s Detection Flutter App
• Android Phone Hardware Tester App
• Text Translation App Using Google API
• AI-Based Picture Translation App
• Android File Finder and Sorting App
• EV Charging Station Finder and Slot Booking Flutter
• Mental Health Check app using NLP Flutter
• Spy Camera Android App
• Python Image Forgery Detection using MD5 OpenCV
• Bank Beacon Android App
• Android Heart Disease Prediction App
• Android Geofencing App for COVID Quarantine
• Online Nursery Plant Shopping Website Python
• Knee Osteoarthritis Detection & Severity Prediction
• Space Shooter Combat Game Python
• Online PDF to Text Converter & Language Translator Python
• Herb & Grocery Shopping Android App
• Dementia Virtual Memory App
• Android Messenger App
• Barbershop Service Booking App
• Fitness App With Workout Diet & Motivation
• Three Level Image Password Authentication
• Students Grievance Redressal Cell Python
• Emergency Ambulance Booking App
• Waste Food Management & Donation App
• Doctor Appointment Booking & Live Chat App
• Veterinary Appointment Scheduling App Flutter
• Online Fuel Delivery Flutter App
• Real Time Global Weather Monitoring App Flutter
• Property Registration Management System using Blockchain
• Patient Data Management System using Blockchain
• Electronic Voting System using Blockchain
• Loyalty Points Exchange System using Blockchain
• NGO Management System using Blockchain
• Online Fashion Stylist Website
• Android Blood Donation & Blood Bank Finder
• Online Driver Hiring Android App
• Retail Store Inventory & POS Checkout App
• Gym Trainer & Progress Tracker App
• Accident Detection & Alert Android App
• Android Personal Safety App
• Android College Connect Chat App
• Tour Recommender App Using Collaborative Filtering
• Android Task Monitoring
• Online Mobile Recharge Portal Project
• Detecting E Banking Phishing Websites Using Associative Classification
• Vehicle Tracking Using Driver Mobile Gps Tracking
• Sentiment Analysis for Product Rating
• Fingerprint Based ATM System
• Image Encryption Using AES Algorithm
• Image Encryption Using Triple DES
• Extended AES with Custom Configurable Encryption
• E Commerce Product Rating Based On Customer Review Mining
• Image Steganography With 3 Way Encryption
• Canteen Automation System
• Engineering College Automation and Scheduling System
• Fingerprint Voting System Project
• Employee Hourly Attendance By Barcode Scan
• Weather Forecasting Using Data Mining
• User Web Access Records Mining For Business Intelligence
• Railway Tracking and Arrival Time Prediction
• Android Local Train Ticketing Project
• Android Patient Tracker
• Opinion Mining For Restaurant Reviews
• Website Evaluation Using Opinion Mining
• Opinion Mining For Comment Sentiment Analysis
• Movie Success Prediction Using Data Mining
• Android Customer Relationship Management System
• Android Employee Tracker
• Monitoring Suspicious Discussions On Online Forums Using Data Mining
• Android – PC Chatting & Image Sharing System
• Fake Product Review Monitoring And Removal For Genuine Online Product Reviews Using Opinion Mining
• Web Data Mining To Detect Online Spread Of Terrorism
• Opinion Mining For Social Networking Site
• Biomedical Data Mining For Web Page Relevance Checking
• Data Mining For Automated Personality Classification
• Real Estate Search Based On Data Mining
• Automated Payroll With GPS Tracking And Image Capture
• Unique User Identification Across Multiple Social Networks
• College Enquiry Chat Bot
• Bikers Portal
• Secure Electronic Fund Transfer Over Internet Using DES
• Sentiment Based Movie Rating System
• Advanced Reliable Real Estate Portal
• Diagnostic Centre Client Coordination System
• Improved Data Leakage Detection
• Online Herbs Shopping Project
• Sending a secure message over a network to a remote site
• Online Diagnostic Lab Reporting System
• Online Loan Application & Verification System
• Multi Website Advertisement Handling System
• Secure Data Transfer Over Internet Using Image Steganography
• Airport Network Flight Scheduler
• Image Encryption For Secure Internet Transfer
• Public Photography Contest With Live Voting
• Intelligent PC Location Tracking System
• Secure Remote Communication Using DES Algorithm
• Remote Java 2 Dotnet Communication Application
• Internet Based Live Courier Tracking And Delivery System
• Active Chat Monitoring and Suspicious Chat Detection over Internet
• Credit Card Fraud Detection
• Remote User Recognition And Access Provision
• AI Multi Agent Shopping System
• Wireless Indoor Positioning System
• Web Content Trust Rating Prediction Using Evidence Theory
• Topic Detection Using Keyword Clustering
• An Adaptive Social Media Recommendation System
• Tab Based Library Book Availability & Location Finder On Wifi
• Web Mining For Suspicious Keyword Prominence
• Web Agent For Learning Content Updating
• PC Configuration Retrieval System on Online Server
• Web Server Log Analysis System
• Customer Behaviour Prediction Using Web Usage Mining
• Web Server to Client communication for web usage data analysis
• Network Based Stock Price System
• Matrimonial Portal Project
• On Demand Remote PC Monitoring system Through Internet
• Online AI Shopping With M-Wallet System
• Military Access Using Card Scanning With OTP
• Secure ATM Using Card Scanning Plus OTP
• Secure Lab Access Using Card Scanner Plus Face Recognition
• Webpage Ranking Search Engine With Seo Suggester
• Detect Irregular moving objects and tracking based on color and shape in real-time
• Camera Motion Sensing Project
• Collective Face Detection Project
• College automation project
• Online Election System Project
• Automated Attendance System
• Mobile Attendance System Project
• WiFi Shopping Guide Project
• Cursor Movement By Hand Gesture Project
• Mobile Quiz Through WiFi Project
• The Cibil System Project

This list is constantly updated every week with new software project ideas. So each time you visit this page you get a whole new variety of software ideas to be implemented. Software engineering project ideas must be constantly updated every year as per evolving technology. We are here to help you at this point, we update this page with innovative software based project ideas to be used by engineering students as their final year projects.

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Top 6 Major Projects For Computer Science [CSE] Students in 2023

What Do You Understand by Computer Science?

Computer science is a field of study that deals with the theoretical and practical aspects of computation and information processing. It encompasses various topics related to the design, analysis, implementation, and application of algorithms, data structures, and software systems. The field is concerned with the fundamental principles underlying computation and the practical techniques used to develop and utilize computing technologies.

Major Projects For CSE

CSE or computer science and Engineering is one of the most coveted branches of engineering in India. There is a growing need for professionals who are well versed in the ways of Computer Science. 

In today’s day and age, the skills which you would be expected to have if you are a computer science and engineering graduate include the ability to write excellent and meaningful code, a data-minded approach to problem-solving, good networking and network analysis skills, knowledge on how to keep information secure, the architecture of web, design, and analysis of algorithms, knowledge of storage systems, disk management, development of mobile and web-based apps and even machine and deep learning. 

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Importance of Major Projects for CSE

Since there is such a high skill required to be successful in this industry, people often get demotivated or feel highly daunted. However, with enough practice, we believe that even the toughest of the skill could be mastered.  

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There is a pathway through which you would be able to get new industry-ready skills and even practice the ones you already have. That fabled way is by doing as many major projects for cse as you can. Projects, especially the complete end-to-end ones, provided the students with a taste of what working in the industry would feel like.

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You also would be getting the thrill of seeing something that you have developed into action. Moreover, you will have a chance to work with many different libraries and codebases, which would only broaden your knowledge and help you stand out from the crowd.

The icing on the cake would come in the form of the weight it would give to your resume. With a complete end-to-end project, you would be able to impress almost any recruiter, which in turn would boost your chances of getting selected for your dream job. 

There are many major project ideas for cse for you to choose from. You can opt for the ones you feel the most comfortable in or grow by moving out of your comfort zone by choosing something brand new. Whatever be your choice, the list of best major project ideas for cse that we are about to provide you should come in handy.

One final note before we begin our discussion is that the projects on this list are major for a reason. In theory, you might be forgiven to think that these projects are easy, and you should be able to get all of them in no time.

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The truth, however, would only strike you when you begin writing your first line of code. The projects on this list are very comprehensive and would require a great deal of time to complete. These projects can be perfect as Btech final year projects for CSE or IIT final year projects for CSE . 

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With that being said, let us jump straight into the best major projects for CSE.

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Top 6 Major Projects For CSE

Below mentioned major project ideas can be perfect for CSE projects for final year students. 

1. Crime rate Predictions using the K-means algorithm

We begin this list with one of the most exciting projects that you would be able to make. This is a great idea for CSE final year projects . You would need the dataset of crimes, and using the K-means algorithm, and you are required to predict the crime rate. This project has overarching importance in our society because we see an upward trend in the number of crimes committed daily.

Even the law enforcers are having a field day in trying to curb crimes in a particular part of the world. This project would help those law enforcers. All you have to do is feed the data of the crimes that have occurred in the past. The data which you enter would automatically be mined, and special care would be taken to ensure a smooth pipeline of the entire functioning of the project.

K-means algorithm would be at the heart of this project. It will help us in clustering all the things like co-offenders and also help us in finding the missing link that humans would have commonly missed. This project could really prove to be fruitful if you would be able to package everything like the model and the pipeline in an easy to use Graphical User Interface package which even the non-tech people would be able to enjoy.

2. Detection of brain tumor with the help of image segmentation

For all the machine and deep learning enthusiasts out there, this one should fit right into your alley. The premise of the project is straightforward. You have to create a classifier that should be able to find tumors just from the pictures of the brain that you would provide the model.

This project, if you are able to implement it correctly, you should be able to save a lot of lives. Cancer still happens to be one of the deadliest diseases that is known to humankind, and if the detection of the tumor occurs at a later stage, then the chances of survival of that human become very low.

You should ideally use the process of image segmentation and use the perfect features, which should give your classifier good accuracy. Actually, in cases like cancer, prediction accuracy is not useful metrics to judge the classifier (because of the apparent class imbalance issue that dealing with this problem would present). You should use different metrics and try to make this an end-to-end model, and if you have the resources at hand, you should also put this model of yours into production for maximum effect. 

Read:  Final Year Project Ideas

3. A battery saver program for Android devices

Android devices are infamous for the amount of battery that they consume. Because Android is open-source, there are a lot of different devices out there. Optimizing apps for such a vast ecosystem is still a massive challenge for any app developer. Due to this poor optimization of apps, they tend to consume more battery.

Another reason which could be said for the rapid decline of the battery percentage is the poor ram and other resources management, which you would find on the third party reskin of stock android. Your task in this project would be to create a battery saver app to help this omnipotent issue. This battery saver should be built natively for android.

You can use a few different tricks like stooping the apps running in the background by force, ensuring that the user is notified of any app is draining large chunks of battery. Finally, you can also use ram management to your advantage by limiting the number of apps that are opened at any given time.

In-Demand Software Development Skills

The final decision lies in your hand. If you plan to take up android development as your career option or want to polish your app development skills, we would recommend that you pick this project up. You can easily upscale this project by putting the app you created on the app store and ensuring that the app runs smoothly by fixing the bugs upon your user feedback.

4. Product review analysis to find the ratings which were given by genuine humans

This project might seem redundant at first glance because there is no way that a machine would leave product reviews, right? You would be mistaken here. Computers are getting smarter as each passing day, and with the help of web automation, it will not take any experienced programmer more than five minutes to whip up a script that fills a particular product page with jargon reviews.

Your job in this project would be to filter out these weeds from the real ones. One fundamental reason to do so is to ensure fairness. These jargon reviews would be counted to determine the final rating, and these reviews could easily skew the rating to be on their side.

To prevent this from happening and ensuring that no customer is tricked into buying a lousy product or tricked into not buying an excellent product, this project is essential. With that said, your job might not prove to be quiet as easy as you might think. While some of the reviews would be very easily removed from the clutter, some cleverly masked ones could be hard for any algorithm to distinguish.

Your job would be to create this algorithm. Your algorithm should find features that make a human written review unique and remove all the clutter from the product page.

5. Creating a messenger app that uses the technology of Bluetooth

Yes, in this project, you will be creating a messaging app like WhatsApp, only that it will be using Bluetooth instead of the internet. On paper, you would be forgiven to think that this app serves no purpose whatsoever. But, if you are able to create a fully functional app that runs on Bluetooth and gives the ability to have a chat with another person.

It would have the potential to change lives. You would only need Bluetooth to be able to communicate with others meaning in areas that have poor connectivity, and you would be able to send and receive text and files from another person without having to wait a long time for them to download. Another immediate benefit of using such an app would be in case of danger.

You would need just a Bluetooth connection through which you would send SOS if you are in a life-threatening situation. Now, while you work on these significant projects for cse, you would be working on two of your skills. First, you would be improving your app creation skill.

Secondly, you will also be able to gain valuable network knowledge. You will be creating an app that uses the one to many connection formulae. That means at a time, and the communication would occur from server to one person. You will not be given direct access to chat with others. The transmission would occur only through the server. You will also be able to save chats.

Also Read:   Interesting Computer Science Project Ideas

6. Fingerprint voting system

These major projects for cse have the potential to touch a lot of lives. Since all the fingerprints in this world are unique, this project leverages that exact fact. The specifics on how you implement the project lie in your hand, but you can try out different things like automatically casting a vote when the machine recognizes the finger print, Only unlocking the voting interface when the machine reads your fingerprint correctly, etc.

This project in democratic countries would help in doing the elections more fair and overall work in favor of democracy. It would be best if you gave this project a try because it will test out a number of tech stacks at a time.

Must Read:  Java Project Ideas & Topics

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Tips for best final year projects for cse.

It’s crucial if you want to become a software developer that your portfolio includes excellent work, especially when it comes to IIT final year projects for CSE or Btech final year projects for CSE. The abilities and knowledge are in computer programming, algorithms, and data structures, among other things, and the assignments are where you put them to use.

If you have completed projects with a group, your teamwork and practical experience are displayed, as well as your domain-specific experience. It is quite crucial to have projects if you are seeking employment jobs in Data Science, web development frontend, etc.

How to build the best final year projects for CSE?

• Understand the main aim of your CSE projects for final year . This is the most crucial step of the project, it defines the entire purpose. You must write down the exact purpose, the problems it may solve, how it will help society, and more. While this may appear an easy step, it actually requires a lot of thinking and consideration. This will also help you determine how and when the final product will be used by commoners. 
• Establish who the end user is for the final year project CSE . Following the definition of the purpose of the project, we must think about who we are targeting. When managing projects, many people frequently forget to complete this phase. One should decide whether the product being developed is really for their own, is a hobby project, or if it is a real effort for the public. One must carefully evaluate the particular characteristics of the person who will be utilising their product and design with that customer in mind .
• Determine the ultimate product’s more important features that will be a part of your major project for final year CSE . For instance, if you intend to create a platform similar to Upgrad, as most crucial aspect it must have is user-friendliness so that users may assist in their education and training. Once the primary functionality is completed, attention can be directed to further features like the authentication process. 
• Analyze the proposed technology stack. Setting limitations on the cloud platform to be utilised for specific functions can help you construct the project more quickly.
• Design tools like Adobe XV may be used to create the UI/UX and show us how our ultimate objective will seem. This will be a major help in the CSE final year projects . 
• Create a prototype as soon as possible using the project’s main feature or element. Because developers frequently get lost during this process, it’s crucial to finish the final year project CSE , as soon as possible.
• Ask the end-user or consumer to assess the final product and provide suggestions for improvements.
• Keep working on the project until it is appreciated by the audience. This will help you accomplish your final goal and complete the major project for final year CSE . 

How to Choose major project for cse final year?

Choosing a major project for CSE final year can be an exciting yet challenging task. Here are some steps to help you select a suitable project topic:

Identify Your Interests

Start by considering what areas of computer science interest you the most. Are you drawn to algorithms, web development, artificial intelligence, networking, security, data science, or another subfield? Your project will be more engaging and fulfilling if it aligns with your interests.

Explore Current Trends

Stay updated with the latest trends and advancements in computer science. Read research papers, articles, and blogs to understand what problems are currently being addressed and what cutting-edge technologies are emerging.

Narrow Down Your Focus

Once you have a general area of interest, narrow it down to a specific problem or question you want to address. Avoid overly broad topics, as they can lead to a lack of focus and depth in your project.

Assess Feasibility

Consider the resources available, including time, expertise, and tools. Ensure that the project you choose is achievable within your constraints.

Consider Practicality

Think about the real-world applications of your project. Could it potentially solve a problem or provide value in a specific context? Practical projects often have more impact.

Talk to Professors or Advisors

If you’re a student, consult your professors or academic advisors. They can provide guidance, suggest potential topics, and help you refine your ideas.

Brainstorm Ideas

Spend time brainstorming different project ideas. Write down all the concepts that come to mind, even if they initially seem unconventional. You can then evaluate and refine these ideas.

Research Existing Work

Look into existing research and projects related to your chosen area. This will help you understand what has already been done and identify gaps or opportunities for improvement.

Define Clear Objectives

Clearly outline what you want to achieve with your project. Having well-defined objectives will help you stay on track and measure your progress.

Consider Your Skill Level

Assess your current skill level in the chosen area. While a project should challenge you, choosing something within your skill range is important. This way, you can learn and grow while working on the project.

Think about Long-Term Goals

Consider how the project aligns with your long-term goals. Will it contribute to your portfolio, help you gain expertise in a specific area, or lead to opportunities in the future?

Get Feedback

Share your project ideas with peers, mentors, or professionals. Their feedback can provide valuable insights and help you refine your ideas further.

Balance Complexity

While it’s good to challenge yourself, be mindful not to choose a project that is too complex to complete within the given timeframe.

Stay Open to Change

Your initial project idea might evolve as you research and work on it. Stay open to adjustments and refinements along the way.

These projects encompass the popular applications of programming. While all these projects require different tools under the umbrella of programming, they all have some things in common. Executing programming project ideas require willpower, perseverance, and a thirst for knowledge.

Taking up programming projects will improve your practical skills and help you learn more, network with people, and understand the basics of subjects, which are even beyond your scope of expertise.

If you are interested to become a software engineer, check out  M.Sc. in Computer Science  by upGrad, IIIT Bangalore, and Liverpool John Moores University which is designed for working professionals and provide 30+ projecs & assignments, IIIT-B & LJMU Alumni status, 6 unique specializations, more than 500 hours of rigorous training & job placement assistance with top firms.

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Frequently Asked Questions (FAQs)

Computer Science Engineering is a course that focuses on designing, implementing, and managing information systems that use software and hardware. A computer scientist is a specialist in data processing theory and computational system design. They help with a variety of disciplines, including electrical and electronics engineering. Computer engineers are highly valuable because they can create innovative solutions to both hardware and software issues. It may be beneficial for computer engineers to consider furthering their education in order to gain a competitive advantage and be able to apply for jobs that are not limited to hardware.

The most essential purpose of computer science is problem-solving, which is a life skill. Students learn about the design, development, and assessment of software and hardware used to fix problems in business, science, and society. Since computers resolve issues to help people, computer science has a strong human component. It also leads to the fact that computing is a crucial component of a well-rounded academic preparation, and that career prospects in computing are limitless. Moreover, there is no domain which does not require computer science and its applications. Be it banking, retail, fashion, food and beverages, tourism, or education, all industries hire from the CSE background.

A procedure for finding a solution or performing a calculation is referred to as an algorithm. Algorithms are a precise set of instructions that perform specified actions in either hardware or software-based routines. It is widely used in all areas of technology. They are also used as requirements for information processing and play an important role in automated systems. An algorithm could be used to sort sets of numbers or to perform more complex tasks such as suggesting user content on social media.

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Free Final Year Projects for Computer Science and IT Students 2020-2021

Final Year Projects for Computer Science or IT Students

This article list some projects that can be used for Final Year Projects for IT (Information Technology) and Computer Science students. The projects are developed or written using PHP , Visual Basic .NET , C# , and Python .

These projects will help you to enhance or your knowledge and skills in developing  software-based , web-based , or online applications. You can also use the projects as the reference that might be related to your current projects.

The projects are shared by different developers which I can say that it could be great to learn to different programmers that have different skills set, nature of coding, and techniques.

The source code of the project that will be listed is free to download on this project. Feel free to explore and download your desired projects that can be useful in your Final Year Project .

List of Final Year Projects for Computer Science or IT Students

Hotel management system in vb.net integrated with bunifu framework and mysql database.

This Hotel Management System is a software-based system that is made of VB.NET, MySQL Database, and Bunifu Framework to make the design animated . The main goal of the system is to help properly manage the hotel operations and functions to optimize them for greater stability and more profit.

Bakeshop Inventory System in VB.Net and MS Access Database

The Bakeshop Inventory System is a software-based system specially designed for a Bakeshop business and for the inventory process. This system will be able to track the daily, weekly, monthly , and yearly inventory of products.

Curriculum Evaluation System using VB.NET

This VB.NET and MySQL Database Project is entitled Curriculum Evaluation System . It is a user-friendly system that aims to help the school staff or admin reduce their time in evaluating a student.

Drug Store's Sales and Inventory Management System using VB.NET

This is a software-based program called Drug Store's Sales and Inventory Management System . This project was developed using VB.NET and MS Access Database . This is a simple sales and inventory system that can help certain drug stores or Pharmacies to manage their Medicinal Drugs stocks and also their Sales Transaction

Leave Monitoring System in VB.Net and Bunifu Frameworks

Leave Monitoring System is a software-based system that is made of VB.NET, MySQL database, and Bunifu Frameworks to make the user interface flat-based and animated . The main goal is to manage all employee information in just a breeze. This system provides transparency and increases employee satisfaction.

Library Management System in VB.Net, MySQL Database, and Bunifu Framework

This Library Management System is a software-based system that is made of VB.Net, MySQL database, and Bunifu Framework that helps the design more elegant for the user interface . The main goal of this system is to increase your library’s efficiency and save a lot of time for both librarians and users. The functions are very user-friendly that whenever the user uses this system, it helps the user find resources for reading, learning, and teaching with ease .

Salary Management System using VB.NET and MS SQL Server

This project is based on the concept of the account. This project is a Salary Management System which is a Database system that can be used for managing employee Salary Details . It is a multi-user system and can be used by hundreds of users at the same time.

Billing System Project in PHP

Many students were asking me to provide free source code of a simple inventory system using PHP/MySQL tutorial . So, I come with this PHP billing system free download . Invoicing and billing applications for different business purposes helps mainly the service providers and freelancers to manage, send professional invoices online, and track their status. Generally, all the small companies in various countries facing various issues for managing and tracking the invoice status of customers, which mostly back to the lack of adopting new technology in these companies.

Covid-19 Contact Tracing System Web App with QR Code Scanning using PHP

This project was inspired by  the LGU's Contact Tracking System here in the  Philippines . The Contact Tracing System logs all individuals that are visiting a certain establishment. The system has 2 sides of the user interface which are the Admin Panel and the Establishments Log's Side.

Courier Management System using PHP/MySQLi

The Courier Management System is a simple PHP/MySQLi project that helps a courier company or businesses manage their customers' parcels or packages details. The system stores all the branches or the company that can be also used when setting a destination where the recipient will pick up their packages or parcels. The system has a tracking feature where can help to monitor the movement of the customer's parcel. The system has 2 types of users which are the Admin user and the Branch Staff user.

Web-based Inventory Management System in PHP/MySQLi

The Inventory Management System in PHP/MySQLi contains two sections; the admin section and the user section. Here, the admin plays a vital role in all of the management of the Inventory Management System in PHP/MySQLi . It has the ability to manage features such as editing and updating the content of the website, managing orders, managing products, managing, categories, managing brands, and managing all of the employees of the company.

Faulty Evaluation System using PHP/CodeIgniter

This is a Faculty Evaluation System is PHP Project that is written in CodeIgniter PHP Framework . This system has 3 types of users which are the Admin , Chairperson , and Student . The system's main purpose is to provide the Students and Chairpersons an online evaluation for the Subject Faculties.

Online Flight Booking System using PHP/MySQL

The Online Flight Booking System is a project that will help the airline ticket booking business provides its clients with an easy way and automated processing system online. This project has 2 sides of the user's restriction, which are the admin and the client/website visitor.

Human Resource Information System Using PHP

This project is entitled  Human Resource Information System and was developed using PHP . This web application is a great help for our own company and can track each employee what time, the date he can be assigned to different branches and I know what branch he used to be and so on.

Customer Relationship Management (CRM) System in PHP

This is a simple PHP Project entitled Customer Relationship Management (CRM) System . This system provides a certain company an online platform to manage interactions with their customers or potential customers. The system allows the customer/potential customers to request a quotation for the services they selected in the system. The system also has a ticketing feature which is mainly built to address the concerns of their customers.

Project Expense Monitoring System Project in PHP

This Project expense Monitoring System project is designed to monitor the company expenses. With this project, the company will no longer find it difficult to encode the daily expenses by the project. This system can really help those Construction companies monitor their daily expenses and consolidate them on a real-time basis.

Hotel and Lodge Management System using PHP

The Hotel and Lodge Booking Management System is a software web application. Presently this web application will offer Dashboard, Customer Details, Room Details, Currency Details, Room Booking Details, Tax Details, Reports, Setting. So for all types of hotels and Lodge Business owners can use this system. Apart from this in each section, proper reports are provided to know Customer Report, Booking Report, Payment Reports, etc.

Game Result Matrix System using PHP

This system mainly generates reports of the specific event/tournament resul t. The system was built to store and generate the tournament/events Game Results of the annual multi-sport event for young athletes such as the School Intramurals, District Meet, Area Meet, National Games, and m any more . This system generates game results reports such as Medalist , Qualifiers , and Official Results .

Point of Sale (POS) in C# and SQL Server Integrated with Bunifu Frameworks

If you are looking for a  Point of Sale for your small business, this one is just right for you. It is very important to have a Point of Sale system for a retail store because it ensures that you can track your sales and makes sure that your store operations run smoothly . By using this system, you will be able to save a lot of time and allows your business to boost its service quality .

Enrollment System in C# and MySQL Database

If you are looking for an Automated Enrollment System , well this one is just right for you. This Enrollment System has the capability of reducing the time and effort in the entire enrollment process . Mean to say, this can solve the school’s lack of manpower and time-consuming system . With the help of this system, you can also eliminate unnecessary paperwork, this has brought a new level of enrollment transaction because it is quick and automated .

Payroll System Using C# And MySQL Database

This Payroll System Project is a software-based system that is designed in a flat-based desktop application. This system can handle tasks such as managing the employees’ information and their corresponding payroll every week and month . This is a user-friendly system that the user can easily determine what they are going to do.

Restaurant System in C# and MS SQL Server

Cindy Restaurant is a super-advanced point-of-sale system, this desktop restaurant application has a wide range of features that makes restaurant operations very easy and enjoyable This is developed with C# as the front end and MSSQL server 2012 as the back end.

Real Estate Management System in C#

This Real Estate Management System in C# is designed as simple and very easy to use. The functions and features are user-friendly that even beginners won’t find any difficulty in using it. To get access to this Real Estate Management System in C# , the user has to go through the login system. Once, he enters the system, he can now easily create a company record by providing details such as company name, address, contact number, financial year, date and so on.

Hospital Management System in C#

The Hospital Management System is an automated system that is developed using C# and SQL Server. The main purpose of this Hospital Management System is to help hospital staff in managing the patient details, staff details, and medical records. This is a user-friendly system that anyone who uses it won’t find any difficulty in dealing with it.

College Management System in C#

The College Management System is an automated system that is developed using C# and SQL Server. This College Management System in C# has a user-friendly design that contains an admin who has full control of all of the features and functions. The main purpose of this College Management System in C#  is to give convenience to both staff and student in settling their fees and checking of the student’s attendance.

Modern Employee Management Software Using C#.net and Bunifu Framework

The main goal of this Modern Employee Management Software is to simplify the process of record maintenance of employees and help manage properly the records of every employee in a company. This is a user-friendly system that functions such as tracking employee data, uploading pdf files to an employee and many more can just learn in no time. In that way, you will be able to save a lot of time and effort.

Student Record Information System using Python

The Student Record Information System was created in a console application, the user can access the system by entering user login information. The user can do many things in the system, he/she can add new student record and display student list. This system can provide you a simple function that can enable you to handle and mange the record of all student within the class. This will efficiently and effectively fasten your working process.

Inventory Management System using Python

The Inventory Management System was created in a console application, the user can openly-accessed the system without inputting any login information. The user can do many things in the system, he/she can add new inventory, update current stocks, and generate a full inventory list report. This can system can help you when you want to store some important data that has more quantity value. The Inventory Management System was developed using simple python coding techniques that can help beginners to understand the flow of the system functions.

Billing System using Python

The Billing System was created in a simple windowed console application, the user openly accesses the features of the system without using user login information. The user can enter the customer's name first in order to purchase an item. After entering the name customer must select an item in the menu option to proceed. This system is very helpful to a person who has an enterprise business this will eventually make your transaction faster and effective. The Billing System was made in a simple python coding structure so programmers can understand the flow of it.

Hotel Management System using Python

The Hotel Management System with Source Code is a Python program where you can check in some guests and safely store their private information. The purpose of the system is to provide a better place for the guest to stay and effectively satisfy their experience.

School Library System using Python

School Library System The School Library System with Source Code is a Python program where you can manage the issuing of books for the student. The purpose of the system is to efficiently transact of issuing books for students and monitor the total return of books. The project was created in a GUI application called the Tkinter module it is a design interface for a user-friendly environment. The user can only access the system by entering confidential login information.

Patient Record Management System Project in Python

Patient Record Management System with Source Code is a project that can help you manage and organize all the patients' records. The purpose of the system is to safely secure and organize the list of all patients after check-ups. This project was created in a console window application, the user can access the features of the system after login the user account information. The user can navigate different menus when you enter the corresponding numeric keys display on the screen.

Explore more on this website for more updates, free source codes, and tutorials. I hope this article will help you to have easy access for exploring some free projects that might help you.

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7 Best BE Projects on Informational Technology (IT) with Videos

We are back with another engaging article on BE projects for IT students . In the world of data science and Artificial Intelligence, this article has come as a savior for its very keen students who want to build a career in the IT sector. From building surveillance machines to controlling appliances this article has major IT projects for students. The BE projects referred to here are the latest computer science approach. Software companies look for students who have hands-on experience and are ready to create new devices, it is an advantage for students if they get through the projects mentioned in this article. It is based on the projects BE students choose that decides their placements in companies. If you get a grasp of the projects mentioned in this article, it will be very helpful for your career in IT.

Have you checked out our projects on Python yet? Python Kit will be shipped to you and you can build using tutorials. You can start with a free demo today!

1. Surveillance Robot

2. Machine Learning (Career Building Course)

3. Sixth Sense Robot

4. Fraud Detection using Machine Learning

5. Machine Learning using Python

6. Movie Recommendation using ML

7. 3 Computer Vision Projects (Combo Course)

8. Computer Vision - Text Scanner

9. Computer Vision Based Mouse

10. Handwritten Digits Recognition using ML

11. Computer Vision Based Smart Selfie

12. Automation with Python

13. Python for Data Science

14. Python for Image Processing

15. Home Automation System using IoT & Raspberry Pi

Learn more about IT projects

How can I get ideas for a project?

It is often seen that students tend to pick the most common idea, but one thing you have to do is understanding one's ability. It becomes difficult to put your hands on either one in a field full of projects. Until deciding the project you want to choose, you need to set your goal. Many projects may be very exciting, but there may not be sufficient outcomes for you. It's safer to choose a project that builds a career based on your choice and its scale. It's only when you focus on a project that makes it easier for you to work.

• First and foremost, in today's tech world, you need to collect data about a particular project and its reach.
• Next, you have to stay focused and gather materials that are used for the project.
• Make sure that the work is not boring and that you have a good understanding of it.
• Draft project details to be presented for an overview.
• Learn about different projects in such an era and their implementations.

Explore more BE projects for IT students

Latest projects on Python

Want to develop practical skills on Python? Checkout our latest projects and start learning for free

Attributes of a Project

A project is characterized by the final product and its effectiveness. Before starting a project, goals are set to meet the desired end. To implement it, a project should have all its data drawn up in one place. Only a complete product has meaning. A course that teaches several subjects helps to extend a productive career's spectrum.

Hence, we hope that the following projects will help to give your career an extra edge.

BE projects for IT students

1. Machine Learning using Python

This machine learning project gathers past data to give a forecast for the future. This IT project gives a lot of career opportunities. Here we are concerned about collecting data on housing prices in a region to provide data on other houses ' future prices.

Learn more about this project

2. IoT using Raspberry Pi

IoT has brought technology into our spaces of comfort. This IT project is helping the internet to display temperature and humidity. Raspberry Pi board is used in this project to create IoT.

Learn more about this BE project

Skyfi Labs helps students develop skills in a hands-on manner through Python Online Courses where you learn by building real-world projects.

You can enrol with friends and receive kits at your doorstep.

You can learn from experts, build working projects, showcase skills to the world and grab the best jobs. Start Learning Python today!

3. Surveillance Robot

Robots are fascinating and it's even more fun to develop them. This BE project helps to build a surveillance robot that works from a remote location but also streams live footage on the internet.

4. Surveillance Camera using IoT

Through this IT project, you can develop a surveillance camera for your houses, helping to keep a watch on your loved ones or your pet. In this BE project, Raspberry Pi is used to display images on the screens.

5. Sixth sense Robot

This is a project-based on Arduino, helps you to build a robot controlled by an image processing algorithm. As part of this course, you will learn the locomotion of a robot, working of DC motor, Arduino and Python programming.

Learn more about this IT project

6. Raspberry Pi Robot

This IT project is based on building a robot using a Raspberry Pi board as a microcontroller and Python Programming. You can control the robot easily using your laptop.

7. Data Analytics using R

A very important course for students who wants to develop a career in data analytics. In this BE project, you will carry out a study of the consistency of World Happiness and Diamond. You will learn R programming language and its uses here.

Here is the list of projects for IT students:

• Fraud Detection using Machine Learning BE project
• Movie Recommendation using Machine Learning Project for IT students
• Handwritten digits recognition using Machine Learning BE project
• Computer vision – text scanner BE project
• Computer vision based mouse BE project for IT students
• Computer vision based smart selfie IT project
• Internet of Things based intelligent transportation system IT project
• Suicidal detection using machine learning
• Smart traffic management system using python
• Face recognition gate project for IT students
• Sales prediction using machine learning

You can also have a look over these links for more ideas:

Python projects

Machine Learning projects

JAVA projects

C++ projects

Hope you got some good project topics related to IT (Information Technology). If you have any good project topics apart from these, let us know in the comments.

Thanks for reading.

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Information Technology Projects for Engineering Students

Information technology (IT) is an area of business that emphasizes areas like computer technology support, computer network and database management, business software operations, and information security. In this current global scenario, information technology is facing new challenges and issues related to diverse aspects like the growth of the internet, additional computational capabilities, latest operating systems, web security, wireless and mobile communication protocol systems, etc. This article lists information technology projects for engineering students.

What is Information Technology?

Information technology (IT) deals with diverse fields, and each field has its own key focus areas and roles to achieve certain tasks. A few of such areas are discussed below:

Computer Hardware

Proper selection of computer hardware is very important. This involves the identification of hardware components and their relationship with computer usage, and also the management of different types of memory and storages like volatile, nonvolatile, etc.

Computer hardware represents the information stored in a computer and also includes identification, selection, connection, and configuring of various input and output peripherals to the PC .

Programming

Programming is entirely related to software aspects that are involved in developing the system software as well as the application software. Software implementation uses different languages and structures to write the code. Operating systems for several devices are also included in this field. This field deals with software solutions for personal and professional use.

The data communication system depends entirely on the networks. The networks include various computer networks such as WAN, LAN , PAN, VPN, etc., and also involve setting various networks’ topologies like home networks with various signals and transmission capacities.

Networking deals with wireless communication systems, such as GPS , GSM, RFID, etc., and also uses different types of networking media that deal with various communication protocols, and different transmission cables. In addition to this, networking also involves managing softwares, other required hardware devices, and drivers.

Interactive Media

Interactive media comprises hardware, protocols, and software that work together to create a network: the Internet. The Internet , the World Wide Web, and other media support together to form interactive media. It tells us about how a user can connect to the internet to transmit and receive data.

Apart from this, information technology also deals with system administration, cybercrime, and information security systems and their issues.

Information Technology Projects

The list of information technology projects is discussed below.

Door based on Face Recognition

This project implements a face recognition based door. This project is suitable for information technology engineering students. We know that there are different security systems available based on face recognition. In this project, a face recognition based door is designed when someone wants to enter the room because every time it is hard to go to the door and open physically. To overcome this problem, your face recognition system is developed to save time.

This system is used to verify and identify a person through a digital image otherwise a video frame. Generally, these systems work by evaluating the preferred facial features with the help of a given digital image by faces in a database.

Development of Android Application

In our daily life, Smartphone has become an essential thing because for most of the work we depend on a smartphone like bill payments, recharge, etc. At present, smartphones have achieved great success due to the advancement in technology. Every smartphone has its features like camera, video calls, games, alarm, chatting, etc.

Android mobiles are reasonable as compared with IOS based mobile phones. It supports so many apps that can be downloaded through Google Play. As per our requirement, we can also develop different android applications by running them on android UI. So, the application developed by an android is Android App Studio.

The computer server like an Ad Server is particularly a web server. This server mainly stores online advertisements as well as delivers to the website visitors.

Ad server explains the technology as well as service that situates ads on web sites. These technology-based companies offer software for web sites & advertisers to provide ads & check the development of various advertising campaigns. An ad server is the most powerful ad serving technology in online for bloggers, retailers online, etc.

Electronic Signature Implementation

This project is used to implement software for an E-signature which is known as an electronic signature. This software permits different contracts and documents to be signed digitally through a proper signature. This signature can be formed with the help of a mouse, tablet, or a touchpad. Paper forms are changed by simply followed & checked digital documents. This will helpful for future students, present students, workers in several ways also to make main efficiencies in the operations of the University.

Database Compression based on Flash

For mobile applications, faultless communication for data processing as well as accessing the information is the backbone for successful growth & operation shortly. The expansion of such infrastructure for mobile devices is a challenge. These devices demand that the storage space must be reliable and robust.

In handheld devices, flash memory is an alternative because these are opposite to disks because of several features like less power consumption, small size and I/O speed is fast. But, it stops the Flash memory usage for storing the data.

Different methods need to be developed for space usage optimization without changing the performance of the query to a high quantity. This project discusses the compression used for data storage on Flash memory without influencing the query act beyond a particular threshold.

Information System for Human Resource

The main objective of an information system for Human Resource is to combine the HR department activities of an ABC LTD. This kind of system handles different core activities as well as core processes of ABC LTD like management system for personal information, the process of recruitment, personal training, etc.

The data which is gathered from the above different activities can be stored in a centralized server. This data can be accessed via the Internet. This organization has decided to make a company intra network for uniting all organizations & to use company networks in case of execution.

Mini Projects for Information Technology Students

The list of mini-projects for IT students is discussed below.

Management System for LAB

This project develops software for the management system of the LAB. The main objective of this management system project is to maintain the data that is related to the lab details by using effective software. This proposed system is totally user friendly, menu-driven, and provides the details regarding different health checkups of patients. It generates medical test reports in various formats.

Payroll System

In an organization, payroll details maintenance, as well as the pay, slips preparation every month is a time-consuming, laborious, and time-consuming process. This process is complicated to check manually because large files have to check, large files have to be stored, etc.

To overcome this, the software is developed for a payroll system to avoid calculations, complications in less time to generate the payslip. By using this software, employees’ details can be maintained & employee payslips can be generated every month. This software is easy to operate, handle, and also flexible.

Monitoring of Bandwidth

This project implements a system to monitor the bandwidth (BW) who wishes to check their BW for their internet plan. This proposed system is mostly used by the users who contain the limit of the bandwidth. This project can be enhanced with a slight modification to use in a central server for monitoring the BW usage of associated clients.

CRM – Customer Relationship Management

This CRM project is an integrated approach of E-mail and user management to acquiring, recognizing & maintaining customers. This CRM allows the companies to co-ordinate & handle customer interactions across several departments, channels, business lines so that it helps the companies in enhancing the value of each customer interaction.

Tracking System for Defects

This is a bug tracking and error system based on the web. This project is very helpful for mini teams who are working on manufacturing and software projects. In every organization, the issues may occur, so the tracking system is used to track and manage the defects that occurred in the organizations. For instance, in the development of software & hardware, the bugs or defects may occur, so tracking and managing of these are very important.

This tracking system mainly deals with the CSD (customer service departments) for customer management efficiently using an immediate reply system. This system can be utilized by all team members in the organization to manage their work & to confirm that reported bugs can be managed very efficiently.

The list of IEEE projects for information technology students includes the following. These projects are developed in different domains like cloud computing , WSN, DIP, the security of the network, software engineering, wireless communication, processing of the signal, distributed & parallel systems.

• Offloading of Mobile Data using Overlaps & Uniform Pricing
• Personalized Ranking Framework on Poisson Factorization
• Compound Keyword Search based on Semantic over Encrypted Cloud Data
• Modeling & Forecasting of Dynamic QoS Attributes with Time-aware for Cloud Services
• Reliable Electronic Voting with Regulated Blockchain Technology.
• Scheduling of Smart Manufacturing through Edge Computing & Multi-class Deep Q Network
• Processing of to Chinese Sign Language
• Two-Channel Graph Filter Banks with Critically-Sampled & Spectral Domain
• Stock Market Instability Prediction Approach using Time Series Data
• Identification and Detection of Spammer and Fake User in Social Media
• Construction of Sentiment Lexicon using Hierarchical Supervision Topic Model
• Textual Information Combining & Patterns of Sentiment Diffusion for the Analysis of Twitter Sentiment

Projects List for Professional IT Students

The following project ideas are for professional IT engineering students.

• XML-Based Accretion on Data Extraction
• Sheltered Crossing Out Scheme through Protected Data Forwarding in Cloud
• Online Job Portal with Exam
• Improving RFID System to Read the Tags Efficiently RFID Security
• Network Address Translator
• SMS Blocker Android Widget Design Document
• P-AODY: Extension of AODY for Partially Connected Ad hoc Networks
• Effective Payment Transaction and Security-Based Outsourcing Process
• Loan Automation System
• Intelligent Car Transportation System
• Effective Method of Reducing Network Traffic Using Social Network
• Train Scheduling and Simulation
• Railway Hospital System Using SMS Gateway Communication
• Online Cricket Score Website
• Employee Profile Management System
• Online Passport Registration System
• An Improved Company Security Reporting System Using Intrusion Detection Technique
• Password Recovery Tool
• Semantic Web-Based Application for Adaptive Learning System
• Pharmacy Database Management System
• A Gossip Protocol for Dynamic Resource Allocation in Environment
• Vehicle Speed Detection and Fine Amount Calculation for Controlling Over-Speed Using Data Mining
• Computer Telephone Integration
• SEO Optimizer and Suggester
• Citizen Interaction of Elected Person SMS-based e-Governance Services.
• Library Management System
• Resource Sharing in Decentralized Type of Wireless Network with Low Latency in Distributed Manner
• Inspection and Cost Management Heavy Construction Using M-Commerce System
• Online Clothes Shopping Tool
• A Proficient Adaptive Gridlock Liberated Using Routing Algorithm in Network
• Crash Recovery Mechanism for Distributed Network
• Virtual Router
• Fast Algorithm for Resource Allocation in Wireless Cellular Networks
• Image Editor
• Inventory Management System
• Remote File Search Using SMS
• Online Management and Monitoring System for Training Institute
• Advanced Restaurant Management System
• Personalizing Web Community Directories Based On Web Usage Data
• E-Waste Management
• Enhanced Maintenance Architecture in E-Commerce Server
• Sales and Invoice Tracking System
• Online Blood Bank System
• Smart Metering Initiative
• Information-Based Queries in Mobile Environment
• Creation of Exam Results Web Page
• Heart Disease Prediction System Using Data Mining
• Online Auction System
• Web-Based.Net Business Application
• Creating a Matrimonial Site for Unmarried

Thus, this is all about an overview of what is information technology and information technology projects for engineering students. Hope you have got some basic ideas about this introduction and also the project list. Please write your suggestions, queries, and comments in the comment section given below.

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• Information Technology by unitec
• Computer Hardware by bp.blogspot
• Computer Programming by thejrexperiment

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Best Final Year Project Ideas For IT Students [UPDATED 2024]

Final Year Project Ideas For IT Students is a vital part for CSE students having their final year project in research and Web Development Project For Students [PHP & Django].

Through the effort of itsourcecode team to gather and research what would be the best, innovative information technology project ideas for students and the latest mini project ideas for information technology(IT) students and other s oftware engineering branches .

This post will list a wide array of projects for IT students along with the Computer Science Engineering CSE branch.

Before we proceed, watch the video here the Top 100 Final Year Project Ideas For IT Students 2024 .

Today, I’m going to share with you my compilation of Best Final Year Project Ideas For IT Students 2024 top 200+ randomly selected possible final year project Titles .

This is a great help for information technology students who are looking for the best project ideas for a final year project or the latest mini-project ideas for information technology(IT) students .

Don’t worry I have listed below the final year project ideas for IT students which I believe could help you build your innovative information technology project ideas for students .

If you’re planning to develop a Web-based application using Codeigniter, see this article Codeigniter Projects With Source Code Free Download .

Final Year Project Ideas For IT Students

Below are the first top 100 final-year project ideas for Information technology students

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Here is the list of best Final Year Project Ideas For IT Students of information technology students

Browse through our second top 100 Best Final Year Project Ideas For IT Students below.

Top 100 Innovative Project Ideas for Information Technology Students

101 data security – ways to strengthen it, 102 data standardization using hidden markov model, 103 data warehousing – what you need to know, 104 defect recognition system for quality control, 105 dental caries detection system, 106 detect irregular moving objects and tracking based on color and shape in real-time, 107 detecting data leaks, 108 detecting e banking phishing websites using associative classification, 109 detecting edges using image processor, 110 detecting fraud apps using sentiment analysis, 111 detecting phishing websites using machine learning, 112 diabetic retinopathy detection from retinal images, 113 diagnostic centre client coordination system, 114 differences of network administration in various institutions, 115 digital notice board to be displayed on the pc monitor, 116 digital watermarking project, 117 distributed dealership network analyzer and sales monitor, 118 document checker and corrector project, 119 document sentiment analysis using opinion mining, 120 doorbell notification application having sms support using android, 121 download accelerator, 122 driver card with qr code identification, 123 e authentication system using qr code & otp, 124 e banking log system, 125 e commerce product rating based on customer review mining, 126 e governance project, 127 e healthcare – online consultation and medical subscription, 128 ecommerce storefront application, 129 e-commerce technologies and the use of different content management systems, 130 e-commerce technologies tools, 131 editor system for notepad, 132 education assignment dashboard, 133 efficient doctor patient portal, 134 e-learning platform using cloud computing, 135 e-learning system for company processes, 136 e-logistics for warehouse management, 137 employee attendance system by qr scan, 138 employee hourly attendance by barcode scan, 139 encryption & decryption using deffie hellman algorithm, 140 engineering college automation and scheduling system, 141 enhanced kmeans algorithm, 142 enhanced library management system, 143 erp system for institutes, 144 evaluation of academic performance of students with fuzzy logic, 145 event calendar app for mobile use, 146 exam cell automation system, 147 expression identification using image processing, 148 face recognition attendance system, 149 facial expression recognition, 150 fake product review monitoring and removal for genuine online product reviews using opinion mining, 151 fare payment software, 152 farming assistance web service, 153 farming stock trading android application, 154 festival calendar system with business promotion, 155 file encryption using fibonacci series, 156 filtering political sentiment in social media from textual information, 157 financial services gaming simulation, 158 financial status analysis using credit score rating, 159 fingerprint authenticated secure android notes, 160 fingerprint authenticated secure android notes, 161 fingerprint based atm system, 162 fingerprint voting system project, 163 gps based human tracking, 164 graphical password by image segmentation, 165 graphical password strategy, 166 graphical password to avoid shoulder surfing, 167 grocery shopping android, 168 gsm technology and rfid security system, 169 guest tracker and hospitality management system, 170 heart disease prediction project, 171 high security encryption using aes & visual cryptography, 172 home surveillance and automation, 173 hotel management android project, 174 hotel recommendation system based on hybrid recommendation model, 175 hotel reservation android, 176 how to increase cyber security, 177 human speed detection project, 178 hybrid aes des encryption algorithm(any combination of algorithms is available), 179 hybrid payment security model for e commerce, 180 image character recognition using signal & pattern analysis, 181 image editor project, 182 image encryption for secure internet transfer, 183 image encryption for secure internet transfer, 184 image mining project, 185 image steganography using kmeans & encryption, 186 image steganography with 3 way encryption, 187 implementing triple des with otp, 188 improved data leakage detection, 189 improved honeypot project, 190 industrial visit planning & booking system, 191 information and proper logistics, 192 information logistics – what to know, 193 information systems and applicable economic models, 194 information systems and economic models, 195 inquiry and mobile loan app, 196 intelligent car transportation system, 197 intelligent chat bot, 198 intelligent learning system to highlight programming errors, 199 intelligent pc location tracking system, 200 intelligent time tracking for increased office productivity.

This final year project ideas for it students is only a starting point towards the success of your final year project .

After you have selected a project title based on this innovative final year project ideas for information technology students you have to think about how to do the documentation .

Again finding interesting and innovative final years Project ideas is not enough. I believe that the secret of any creative thinking lies in the ability to identify the correct combination of effort and resources for finding a good solution in a cost-effective way.

Final year project ideas for information technology   with source code

• Student Management System Project In Django With Source Code
• Billing System In PHP With Source Code
• Loan Management System Project In PHP With Source Code
• College Management System Project in Django with Source Code
• Attendance Management System Django With Source Code
• Hostel Management System Project In PHP With Source Code
• Bus Reservation System Project in Django with Source Code
• Online Voting System Project In PHP With Source Code
• Library Management System Project In Django With Source Code
• Online Job Portal Project in Python Django with Source Code
• Online Food Ordering System using Django with Source Code
• Employee Record Management System Project In PHP with Source Code
• Online Hospital Management System in PHP projects with source code
• Online Blood Bank Management System in PHP with Source Code

If you are a BSIT Student and looking for the  best Thesis title Proposal for IT/CS students  you can click it here.

Advance Final Year Project Ideas For IT Students Using Python

Additional for student final year projects.

Here are some articles that might help you doing your document to support your computer science project topics for your final years :

• How to Make An Effective Thesis or Capstone Document
• Writing A Good Research Title For Thesis or Capstone Project
• Chapter 1(Research Description) Capstone Project Guidelines and Sample
• Chapter 2 in Thesis Writing for IT/CS Students (with Sample)
• Best Software Engineering Projects Ideas with Source Code

The study of Computer engineering includes programming, design, analysis, and theory. Engineering comes to involve coming up with and development of different application-based code.

Final year project ideas for IT students  will be enforced by a variety of tools like Java, Python, Django,  VB.NET Application , Databases, Oracle, and the likes.

Note:  If you have any questions or suggestions about  best final year project ideas for IT students,  please feel free to contact us at our contact page of leaving a comment below.

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• Cloud Computing

Top 22 Cloud Computing Project Ideas in 2024 [Source Code]

Home Blog Cloud Computing Top 22 Cloud Computing Project Ideas in 2024 [Source Code]

The simplest and most effective way to gain proficiency in a domain is to focus on getting hands-on experience. When you work on live projects, you face real issues, gain familiarity with the actual scenarios, and gain expert-level understanding. So, when you plan and start your career in the cloud industry, you should work on a cloud computing project. It will help you understand the industry better. Moreover, you learn about the future scope of cloud computing. Based on this experience, you can choose the certifications that can boost your career and help you fetch excellent job opportunities. The idea behind working on cloud computing projects is to understand the field and plan the professional journey to get fruitful results.  

In this article, we will discuss what is a cloud computing project, why it is important, and a few examples for better understanding.  

List of Top Cloud Computing Projects Ideas With Source Code

Learning cloud computing starts with getting hands-on experience. Check out the and get started with the cloud: 

1. Cloud-enabled attendance system

We can use a cloud-enabled automatic attendance system to scan details. Also, all the scanned information can be directly synchronized and stored on the cloud in real-time. Detailed information like check-in time, check-out time, date, and total working hours, to name a few, can be stored and saved. Administrators must register new students/employees on the system and provide some personal information. 

Source Code:  Cloud-Enabled Attendance System

Advantages  Of a Cloud-Enabled Attendance System: 

• Data and Analytics: You can easily generate reports 
• Flexibility: You can track attendance in a variety of ways 
• Remote management: Cloud-based attendance systems make use of software that can be accessed from anywhere on any device that has Internet access. 

Disadvantages  Of a Cloud-Enabled Attendance System: 

• Not effective in monitoring buddy punching: This software is ineffective at detecting buddy punching. There is a greater possibility of malpractice occurring here. However, if it is equipped with biometric technology, it can be properly monitored. 
• Difficult to maintain and repair:nMaintaining and repairing software is difficult. Though it may be uncommon, once damaged, there will be costs associated with repairing it. 
• Ineffective when there is no power supply: Without a power supply, the software is of no use. The entire system is powered by electricity. This is not the case with the traditional method of taking attendance. 

2. Online blood bank system

Using cloud computing, we can create a central repository for numerous blood deposits, including blood details and depositor information. The blood details would include blood type, storage area, and storage date to help maintain and monitor the blood depositors. This cloud-based system would allow for greater transparency in determining the availability of the desired blood depositor. This system will also contain patient and contact information. 

Source Code : Online Blood Bank System

Advantages of Online Blood Bank System 

• Error probability is reduced to a minimum. 
• Easy and effective information retrieval. 
• The system shows the blood nearing expiry and those that have expired. Hence the unhealthy blood can easily be discarded. 

3. Online cloud-enabled bookstore system

This system can function as an internet bookstore by utilizing SQL and C#. The books would be divided into sections to help users find their desired book without becoming overwhelmed by a database. Additionally, the bookstore records additional information such as a brief synopsis of the books. A notification system is added to help users stay up to date on their eagerly anticipated books and their availability. 

Source Code: Online Cloud-Enabled Bookstore System

Advantages  of Online Cloud-Enabled Book Store System 

• Lower costs as users are not required to purchase a powerful computer or server to support the system's operation. 
• Lower barriers to use. uses the service through the user's browser, the overall interface will be clearer and clearer, and the display effect of each functional module will be more intuitive and adapt to the user’s device 
• Higher security as maintenance of the server is the responsibility of the system supplier. 

4. Data redundancy removal system

This project is focused on accurately removing unnecessary and redundant data in a short amount of time. It accomplishes this by classifying the test data as redundant or false positive. Also, the cloud-enabled system validates the newly-added data to keep the database free from duplicity. If the data is not found in the database, new data gets appended.

Source Code:  Data redundancy removal system

Advantages  of Data Redundancy Removal System 

• Alternative data backup method 
• Better data security 
• Faster data access and updates 
• Improved reliability 

5. Detecting data leaks using SQL injection

This cloud-enabled data leak detection system operates over the Internet and does not require any particular system configuration. The system aims to enhance security and provide measures against SQL injection hacking. By storing users’ information in AES 256 encryption form, it meets all the security needs. It injects SQL through a capability code and establishes a connection between the cloud server and the application itself; this system doubles the security against it.

Source Code:  Data Leakage Detection

Advantages  of This Project 

• Get 100% database security and detect data leakers effortlessly. 
• Distributors can easily identify counterfeit agents leaking their confidential data and take strict action against them. 

6. Cloud-based bus pass system

It is a cloud-based adaptation of purchasing tickets over the Internet. This solves many common problems, such as misplaced, stolen, or incorrectly priced tickets. In addition, if the load on a typical bus booking website is too high, the website chokes and stops working. However, an additional load can be handled by provisioning new servers in the computing. 

Source Code:  Cloud-based Bus Pass System

Advantages of Cloud-based Bus Pass System 

• Allows customers to check the availability of bus tickets before purchasing them 
• Secure. Passengers must first register with the system to verify their identity. After they have been verified, the system allows them to book passes for any route online. 
• Users can recharge using their credit/debit cards. 

7. Making a chatbot

A chatbot is an AI-enabled software designed to interact with users when they visit a website. These bots are assigned to websites to streamline user interaction when they land on the website for the first time. The goal is to provide real-time and immediate responses to customer inquiries. To work on the chatbot application, you can use retrieval-based or generative-based models. If you want to use the chatbot on a commercial website, you should pre-define the input patterns.

Source Code:  Chatbot

Advantages  of Chatbots 

• Seamless live communication 
• Reduced people-to-people interactions 
• Makes customer service available 24/7

8. Secure text transfer 

Encryption is essential to protect confidential data safe against unauthorized access or misuse. This encryption safeguards confidential information in a key-password combination. This combination employs Diffie-Hellman key exchange, which applies to private and public encryption concepts.

This project can be used to exchange text messages while maintaining maximum security and speed. This system can be modified and repurposed to work for image exchange. SQL databases to store all information for exchange strengthen the entire system.

Source Code:  Secure Text Transfer

Advantages of Secure Text Transfer System 

• Content is encrypted to prevent access by hackers and unauthorized people. 
• .NET framework simplifies the development process. 

9. Bug tracking functionality

Using cloud computing, developers could identify the type and origin of bugs by simply logging into the application. The project will be divided into three parts: customer, administrator, and staff. 

By entering a username and password, the customer will create an account. They can log in to the bug tracking application with their credentials and send a bug report with screenshots of the bugs they encountered. Staff can log in using their respective accounts to view bugs and determine whether they need to be fixed. And administrators can contact the user directly about the bugs they sent and quickly resolve them. Depending on the load of the reports, this can vary significantly. 

Source Code:  Bug Tracking System

Advantages  of Bug Tracking System 

• Deliver a high-quality product. 
• Better communication and connectivity. 
• Better customer service. 

Enroll in KnowledgeHut training and courses to start your journey today. We provide study materials, cloud computing projects pdf, and the best resources to help you reach your cloud computing goals. Reach out to us to know our Cloud Computing course duration and fee in detail . 

Cloud Computing Projects for Beginners

Are you new to the cloud and looking to explore your knowledge in cloud computing? There is no better way than trying some hands-on experience with a few basic projects. Here is a list of cloud computing projects for beginners that you must certainly give it a try. 

1. Attendance tracking 

This allows schools, colleges, institutions, and even offices to keep track of students' and employees' absences. Students and employees can mark their attendance by logging in, which is saved in the database and can later be checked by the institute's office. 

Source Code: Attendance Tracking

2. Bus ticketing 

Allow passengers to book bus tickets remotely. There will be no more hassles or concerns if the ticket is misplaced. Distributing tickets and passes to passengers can be done quickly and seamlessly. Also, passengers can use the bus ticketing app to check updates such as seat availability, schedules and timings, discounts, and much more. 

Source Code: Bus Ticketing

3. Automation of university or college data 

This project will assist you in creating a portal for a university or college. This portal allows them to register students, track their placements in various companies, and view their final results. 

While it provides separate login portals for teachers and students, it also serves as a liaison between staff, students, and companies to deliver necessary information, collect feedback, declares results, etc. 

Source Code: Automation of University

4. Personal cloud 

You can create a personal cloud server with this project. Raspberry Pi and a Micro SD card will be required to build a private cloud. The hard drive will be the primary cloud storage in this project, and it will help you understand how a cloud server works. 

Source Code: Personal Cloud

5. Android Offloading 

Installing and offloading the processing requirements of an application is strenuous and time-consuming. The android offloading project aims to solve the problem by making it easy for applications to overload the compute parts explicitly. Using static analysis, this framework enhances an app's functionality. Users can choose a process and files to be encrypted and stored in the cloud. Visit AWS Cloud Practitioner Essentials Certification Training and learn AWS from scratch.

Source Code: Android Offloading

Intermediate Cloud Computing Projects with Source Code

Suppose you have a basic understanding of the cloud basics and you are comfortable working with computing, storage, and security. In that case, you must try a step forward than the entry-level projects. Here is the list of intermediate cloud computing projects from GitHub with source code. Let us check each in detail: 

1. Online blood bank system 

This cloud-based application serves as a central information database for the various blood deposits, including the donor's name and blood type information. The cloud can also store information such as blood type, storage data, blood type availability in a given area, etc. This facilitates quick access to blood in an emergency. 

GitHub Source Code: Online Blood Bank System  

2. Information Chatbot 

Most companies have implemented chatbots on their websites to improve customer service and increase efficiency. In this project, you will create a chatbot in Python that will interact with users, answer their questions, and collect data that you will save in a cloud database. 

GitHub Source Code: Information Chatbot  

3. Online bookstore 

This application can keep a catalog of books with the title, author, price, and even the ability to read them online. For the convenience of the customers, the books can be classified according to several criteria, such as author, genre, year of publication, and so on. 

GitHub Source Code: Online Bookstore  

4. E-learning 

Online education platforms are nothing new to today's generation. These platforms have their advantages, resources, and time and cost flexibility and thus rank among the most popular learning mediums. Converting the project to a cloud project can drastically reduce costs. A learning space where study materials and relevant videos are kept for the learner's benefit. They are available for students to access and use as needed. 

GitHub Source Code: E-learning  

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Advanced Cloud Computing Projects with Source Code

If you are a professional and have a sound understanding of cloud technologies, then you must opt for advanced cloud computing projects to elevate your skills to the next level. Here are a few hard-to-crack cloud computing projects with source code: 

1. Bug tracking 

Bug tracking is a project aimed at detecting and tracking the type and location of a bug on a website or app. Some common real-world applications designed using this concept include Backlog and Zoho bug tracker. 

GitHub Source Code: Bug tracking  

2. File storage system using hybrid cryptography

The project's goal is to secure the files using hybrid cryptography. Such applications are used in banking applications and systems to protect information and data sets. 

You can encrypt the files with Blowfish because it is accurate and fast. Use symmetric algorithms for decryption. Even in remote servers, the hybrid technique can provide exceptional cloud security. With this project, you can add data security to your skill set, which is in high demand due to the increased frequency of security risks and attacks. Cryptography will be used to convert the data sets into unreadable forms. 

GitHub Source Code: File storage system

3. Rural banking 

This cloud project aims to create a cloud-based banking system for rural areas where banking facilities and amenities are inadequate to provide people with banking convenience.

GitHub Source Code: Rural banking

4. Data leaks 

SQL injection refers to data leakage in the database as a common business problem. It is an excellent portal for anyone working or planning to work as an e-commerce platform. The primary aim of SQL injectors is to safeguard data and secure the privacy of the information from scammers. Developers employ standard encryption technology to create this SQL injection system

GitHub Source Code: Data leaks

What is Cloud Computing?

Cloud computing refers to the delivery of computing services such as servers, storage, databases, and networking over the internet. Verses the traditional approach, the new cloud-based to provides faster innovation, more flexible resources, and economies of scale.

The three most in-demand Cloud computing services are: 

• Software as a Service (SaaS):  SaaS is a software distribution model in which a cloud service provider hosts services. End-users can use these services using the internet. Therefore, there is no need to install any software on the device explicitly. Examples: Gmail, Microsoft Office 365, Slack, etc. 
• Platform as a Service (PaaS):  PaaS is a cloud computing model where customers receive hardware and software tools from a third-party supplier over the Internet. Examples: Google App Engine, AWS (Amazon Web Services), Elastic Beanstalk , etc. 
• Infrastructure as a Service (IaaS):  IaaS cloud computing service offers pay-as-you-go that provides basic computation, storage, and networking resources on demand. Examples: Microsoft Azure, Amazon Web Services (AWS), etc.

Importance of Cloud Computing Projects

Whether you a professional getting started with cloud computing or an experienced folk with experience in the cloud, these projects will help you streamline your learning process in many ways. Check out the importance of cloud computing projects and why it is a must for you: 

• Cloud computing applications cover many domains, technologies, scales, and applications. Cloud computing mini projects or real-time cloud computing projects will provide adequate exposure and experience with cloud technologies. 
• With the massive expansion of both technologies, virtualization and cloud computing projects are in high demand. Cloud computing has several applications in terms of programming languages and frameworks. Java cloud computing projects, Android cloud computing projects, PHP cloud computing projects, and other popular programming languages can be developed. 
• Cloud computing projects for students have many applications in their academic careers. Cloud delivery and deployment models can be used to develop cloud computing projects for final-year engineering or cloud computing projects for MTech. Cloud computing projects are used in entertainment, education, healthcare, retail, banking, marketing, and other industrial and business domains. 

Factors Affecting Cloud Computing

Cloud computing based on the pay-as-you-go model is affected by a number of factors. Let us discuss each in brief: 

• Cost:  The developers must keep in mind that it must be cost-effective and allow the company to achieve cost-saving benefits. Most businesses choose Cloud Computing because it is less expensive. 
• Application in the future:  Its potential applications should be designed so that they not only benefit the company in terms of current needs but are also adaptable enough to benefit the organization in the future as changes occur. 
• Mobility:  It is essential to design a Cloud Computing project to be easily moved between private and public clouds to check and access resources or data. 
• Security:  Security is the top priority when considering the entire aspect of data and resources. As a result, data security should be prioritized while a project is being developed. 
• Increased bandwidth:  When working in the cloud, it is important to consider increased bandwidth. Increased bandwidth significantly reduces transfer times, especially when handling big chunks of data.

Best Platforms to Work on Cloud Computing Project   

Cloud offers different platforms on which you can run your projects. These platforms provide specific features based on which you can handle projects where you need to manage those particular aspects. Some of the cloud computing project platforms are:  

• Microsoft Azure:  Azure provides a wide range of services, making it the most accessible platform in the cloud environment. Any organization with any requirements can opt for Microsoft Azure as it will cater to all of them. It would be fair to say that Microsoft Azure is a dependable option for enterprises.  
• Google Cloud:  This platform provides new-age companies with a trustworthy, user-friendly, and protective cloud environment to the organizations. You get enough services in Google Cloud to cater to all the IaaS or PaaS requirements.  
• IBM Cloud:  The three models that IBM Cloud primarily focuses on are IaaS (infrastructure as a service), SaaS (software as a service), and PaaS (platform as a service). It is a cost-effective platform where you can make an adjustment to reduce the overall expense.  

Cloud is a high-demand domain with an increasing number of opportunities. Companies are switching to cloud environments because of the accessibility and data safety features. So, it would be fruitful to consider planning a career in this domain. If you can gain proficiency and prove your worth in the market, you can enjoy a monetarily sound and secure professional career. Start by getting all the information about this industry and find projects that can give you the right kind of experience. You can also join Cloud Computing certification courses that can train you in the right tools and techniques to help you establish a promising professional career in the cloud. If you plan everything strategically, your dream job is not far-fetched.

Frequently Asked Questions (FAQs)

These are the projects one must do to know how the notions of cloud computing can be applied in the real world. 

Here are some cloud computing projects for beginners that you can build to learn more about the technology while also having fun: 

 A human-interfaced cloud-based student data chatbot. 

Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS).

The father of cloud computing is American computer scientist J.C.R. Licklider.

The cost considerations in a cloud computing project include predicting the cost of cloud service. Furthermore, the cost of tools and the expense of individual resources also get included in cost consideration. 

The security considerations in a cloud computing project include network security risks. Furthermore, the cloud relies on shared resources, so you should consider separation and segmentation. 

The common challenges in implementing a cloud computing project include data security and privacy issues, multi-cloud environments, and high network dependencies. 

Kingson Jebaraj

Kingson Jebaraj is a highly respected technology professional, recognized as both a Microsoft Most Valuable Professional (MVP) and an Alibaba Most Valuable Professional. With a wealth of experience in cloud computing, Kingson has collaborated with renowned companies like Microsoft, Reliance Telco, Novartis, Pacific Controls UAE, Alibaba Cloud, and G42 UAE. He specializes in architecting innovative solutions using emerging technologies, including cloud and edge computing, digital transformation, IoT, and programming languages like C, C++, Python, and NLP. 

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Unlocking the potential of public-sector IT projects

Digital transformation has been an often elusive goal for many public-sector organizations. However, the COVID-19 pandemic has both underscored its importance and diminished many barriers to digitalization, creating new momentum for governments to invest in their digital futures. In many countries, public-sector IT transformations are now progressing swiftly and are supported by an unprecedented amount of government funding. Germany allocated more than €3 billion to its Online Access Act and the modernization of public registers, France plans to spend €1.5 billion on modernizing its public information systems, and the European Union has budgeted €143.4 billion for “single market, innovation, and digital” initiatives. 1 Corona-Folgen bekämpfen, Wohlstand sichern, Zukunftsfähigkeit stärken , Ergebnis Koalitionsausschuss, June 3, 2020; “France Relance,” Ministère de l’Économie, des Finances et de la Relance, 2020; “Recovery plan for Europe,” European Commission, 2020.

The task of many public-sector organizations now is to ensure that their digital transformation efforts yield tangible, value-creating outcomes for the public. The success of these IT projects will be measured not only on the realization of their expected benefits but also on whether these benefits are delivered on time and within budget.

McKinsey and Oxford Global Projects have collaborated on an extensive research program to better understand the outcomes and success factors of both private- and public-sector IT projects. The early research, conducted in 2011–12, suggested that half of all large IT projects—defined as those with initial price tags exceeding $15 million—exceeded their budgets due to broad challenges in delivery. 2 For further details, see Michael Bloch, Sven Blumberg, and Jürgen Laartz, “ Delivering large-scale IT projects on time, on budget, and on value ,” McKinsey, October 1, 2012; and Alexander Budzier and Bent Flyvbjerg, “Why your IT project may be riskier than you think,” Harvard Business Review , September 2011.

In the decade since the original results were published, the database has grown to include additional IT projects. Using this expanded set of data, our latest analysis yields the following key insights:

• Only one in 200 projects delivered the intended benefits on time and within budget. On average, IT projects overall—regardless of size—exceeded their budgets by 75 percent, overran their schedules by 46 percent, and generated 39 percent less value than predicted.
• Public-sector IT projects are more likely to miss their marks compared with private-sector projects—and at a greater cost. More than 80 percent of public-sector IT projects overran their schedules, while only half of private-sector projects experienced delays. Cost overruns were nearly three times higher on average for public-sector organizations than for their private-sector peers.
• Across both the public and private sectors, four performance levers—strategy, technology, governance, and adoption—have an impact on the three metrics of IT project success: staying within budget, completing the project on time, and delivering the project’s intended benefits.

This article provides new, data-backed insights on how public-sector IT projects can improve their odds of delivering expected value on time and within budget. Below, we discuss the disparity in outcomes between private- and public-sector IT projects, analyze the impact of the four key levers of performance improvement, and present a set of clear and pointed questions to help public-sector organizations assess where they stand today and chart a course for more successful IT projects in the future.

Public-sector IT projects are more likely to miss their marks compared with private-sector projects—and at a greater cost.

The shortfalls of large-scale IT projects

About the research.

This research was conducted in partnership with Oxford Global Projects, with data collected from three sources: primary data collection from firms willing to share their project data; primary data collection through federal Freedom of Information Act requests (that is, US government project data); and desk study of published research.

Taken together, the database included 6,003 IT projects that were completed between 2001 and 2017. These projects span more than 66 countries, with the majority in Europe and North America, and include an even split of public- and private-sector IT projects across a range of industries.

By the numbers

• 6,003 IT projects analyzed
• 30 Experts interviewed
• €26.4 million Average cost of IT projects
• €114 billion Total value of IT projects

Last year, McKinsey and Oxford Global Projects analyzed data from more than 6,000 public- and private-sector IT projects completed between 2001 and 2017 (see sidebar “About the research”). Across all three performance metrics—cost, timeline, and benefits—public-sector IT projects lagged behind their private-sector counterparts.

Only one in 200 IT projects delivers the intended benefits on time and within budget

Traditional measures of IT project success are delivering on budget, on schedule, and with the intended benefits. Measured against these individual factors, IT projects across sectors appear to perform relatively well: 59 percent of projects are completed within budget, 47 percent on time, and 44 percent with the intended benefits. 3 Our research compared the actual cost, actual time, and actual benefits against the estimates made for the final investment decision (also called the final business case). Costs include all costs from an owner’s perspective. Schedule is defined as the duration between the final investment decision and the go-live date. Benefits are measured as hard cashable benefits (for example, cost savings).

However, these figures obscure a less rosy picture. Projects that fail to meet their planned budget, time frame, or projected cashable benefits often do so by a considerable amount: on average, costs balloon by 75 percent, projects are delayed by 46 percent, and benefits shrink by 39 percent.

While most projects manage to stay within budget, the share of IT projects that deliver both on budget and on time falls to one in 14. And the share of projects that meet all three measures—budget, schedule, and benefits—drops to just one in 200.

Public-sector IT projects are more likely to exceed budgets and timelines

The data show a clear difference between public- and private-sector IT project risks in terms of cost and schedule overruns (Exhibit 1). Eight out of ten public-sector IT projects take longer than expected, compared with just more than half of projects in the private sector. Cost overruns occur in nearly one in two public-sector projects, as opposed to about one in three in the private sector. Notably, the average IT project cost overrun is nearly three times higher for public-sector organizations than for their private-sector peers.

Managing benefits targets in public-sector IT projects

There is much evidence to suggest that public-sector IT projects have substantial room for improvement when it comes to managing benefits. The practice of measuring benefits against targets is virtually nonexistent in public-sector IT projects. Of the 2,905 public-sector IT projects that were analyzed, only three had measured benefits both during and after the project. Almost all IT projects in the public sector are legally required to present the expected benefits before the project begins. However, the vast majority of public-sector organizations analyzed in this research do not systematically track these benefits throughout the project’s lifetime. Thus, there might be a significant number of public-sector projects that are on time and on budget but deliver very little in terms of benefits.

IT projects that manage their benefits have smaller cost overruns, on average—two-thirds the size when benefits are managed versus not managed. In practice, our experience shows that actively managing the benefits of an IT project leads to meaningful and better-informed decisions about cost, schedule, and the realization of intended benefits.

Public-sector IT projects face a higher risk of exceeding initial cost and time estimates due to a number of factors, including a more complex stakeholder landscape; less effective risk management; difficulties in recruiting, retaining, and developing talent; slower governance processes; and less pressure to deliver minimum viable products. 4 Munmun Baishya, Ankur Ghia, Naufal Khan, and Gayatri Shenai, “ Scaling digital in the public sector: Building blocks for the future ,” McKinsey, November 2020; Tera Allas and Richard Dobbs, “ Mitigating risk in IT megaprojects ,” McKinsey, January 26, 2018; Anusha Dhasarathy, Mike Joyce, and Mark McMillan, “ The next chapter: Driving technology leadership in the public sector ,” McKinsey, February 17, 2021. The success rate of public-sector IT projects is thus extremely low, lagging significantly behind that of private-sector IT projects. Furthermore, virtually none of the public-sector IT projects in the database measured the benefits of the project after completion, highlighting a much larger governance challenge (see sidebar “Managing benefits targets in public-sector IT projects”).

Extreme cost overrun is higher for public-sector IT projects

IT-project planning is always uncertain. On average, public-sector projects take 3.9 years to complete and private-sector projects take 2.4 years. Planning four years into the future for public-sector projects can never be perfect, and a certain amount of cost overrun is expected and tolerated by many governments. However, extremely large cost overruns create significant consequences for both the organization and the people involved.

Indeed, the analysis shows that large cost overruns are more frequent in the public sector. Fourteen percent of public-sector projects exceeded their budget by at least 100 percent, compared with only 7 percent of private-sector projects. Additionally, 4 percent of public-sector projects exceeded their budget by 400 percent, while only 1 percent of private-sector projects did so.

These disparities may be explained in part by the differences in how private- and public-sector organizations deal with projects that are over budget. While most private-sector companies have procedures for terminating failing projects, this is not necessarily the case in the public sector. Our analysis suggests that many public-sector organizations lack explicit protocols with criteria outlining when to defund projects that are over budget.

Public-sector IT projects with longer timelines have the biggest average cost overruns

For public-sector projects, our research found that a project’s estimated duration is associated with an exponential increase in cost overruns (Exhibit 2). However, the opposite trend appears to be true in the private sector. Data on long-term IT projects in the private sector are sparse because the private sector tends to avoid these types of projects, but the analysis suggests that private-sector IT projects with long time frames may actually have lower budget overruns, though the correlation is not statistically significant.

One explanation for this difference may be the fundamental differences between the aims of the private and public sectors. In the private sector, organizations pursue primarily economic objectives, whereas public-sector projects also have policy goals. As policy objectives tend to be more volatile—especially in the case of a change in government—projects in the public sector face challenges in aligning stakeholders on strategy and prioritization, especially over long periods of time. Unfortunately, changing objectives often conflict with a project’s original goals and may alter previous efforts. Long-term projects in the public sector are therefore less likely to achieve their objectives. Additionally, public-sector organizations may have a culture that is more resistant to change, which can lead to a lower adoption of new IT technology and more expensive change management approaches.

Four levers to drive performance

Drawing on insights from practical experience and former research, we have identified four potential levers of IT project performance that apply regardless of sector: clear strategy, technology mastery, effective governance, and user adoption. When it comes to implementing these levers, there are no magic bullets or simple solutions. Dozens of factors contribute to the success of technology transformations, many of which are dependent on the objectives, the organization, and the context of the project. 5 Katya Defossez, Mark McMillan, and Hrishika Vuppala, “ Managing large technology programs in the digital era ,” McKinsey, November 25, 2020. In this article, we emphasize best practices for public-sector projects in particular.

Clearly define the project strategy

Strategy involves defining a clear project vision, strategic pillars, value drivers, goals, and metrics. A compelling project strategy helps orient the organization toward a successful IT-driven “North Star.” However, it is effective only when shared and aligned across all relevant stakeholders and used to generate long-term sponsorship and momentum. An IT project’s success requires a close partnership between technology and business leaders. For example, nearly three in four respondents at top-performing companies reported that their chief information officer or chief technology officer is highly involved in shaping the enterprise-wide business strategy and agenda—compared with only one in three respondents from all other companies. 6 “ Prioritizing technology transformations to win ,” McKinsey, March 24, 2022. Within these organizations, business and IT leaders are also more likely to cocreate the IT and digital strategies in tandem with the business strategy, which ensures alignment.

For private institutions, decision-making stakeholders are generally internal, while public institutions are obligated to consider public opinion.

Master the technology

Mastering the technology is vital to ensuring the success of IT projects. It requires high-quality customer input, clear design with as few unknowns as possible, clearly defined required platforms and architecture, robust performance management of technology partners, and the right balance between innovative and tested and proven solutions.

The most successful tech transformations focus on a higher number of initiatives and take aggressive action to adjust course when needed. While many organizations are unwilling or unable to make difficult decisions when problems arise (as they inevitably do), those that invest the time and resources to pinpoint the root cause and intervene as necessary are more likely to succeed—even if it means forfeiting sunk costs and starting over. 7 “ Managing large technology programs in the digital era ,” November 25, 2020.

The public sector may be at a disadvantage when it comes to the technology lever. To truly master technology and define a future state, an organization must understand the status quo of the existing IT architecture. The public sector tends to be more reliant on legacy architecture and infrastructure, which can pose a significant starting-point challenge for developing and implementing new technology. 8 “ The next chapter ,” February 2021. Replacing this dated infrastructure with more commercial off-the-shelf software may therefore help to derisk public-sector IT projects.

Implement effective governance

According to the results of our analysis, governance is the most effective lever. The data show a clear link between effective governance and reductions in cost and schedule overruns. This is not surprising because governance is the centerpiece of a successful transition from planning to execution. There are three cornerstones of effective governance:

• Stakeholder involvement. Effective governance works upward to involve stakeholders and sponsors and downward to steer project progress and course-correct when necessary.
• Talent planning and capability building. Access to the right talent on both the IT and business sides is crucial to achieving project success. People-focused initiatives create the most value for technology transformations. Conversely, people—rather than technological—issues (such as skill gaps, cultural differences, and talent sourcing issues) are the most commonly cited obstacles that prevent large-scale IT programs from realizing their objectives. 9 “ Prioritizing technology transformations ,” March 2022. Because hiring and assignment processes in the public sector can be complex and time-consuming, it is even more important to plan ahead and bring in people with relevant skills and experience as early as possible.
• User and expert involvement. Users and experts are most effective when they are engaged in an efficient and targeted manner. Rather than engaging experts continuously, successful project leaders plan ahead to determine which critical stages benefit from intensive expert involvement.

Drive user adoption

User adoption is critical to the successful execution of an IT project. In the public sector, driving adoption often involves complex bureaucratic and long-established processes, whereas the private sector is generally less constrained by historical precedent. To increase the adoption of IT solutions and processes, public institutions can start by understanding the operational requirements—which calls for the involvement of business departments early on—and then introducing organizational change. Best practices for change management include communicating with transparency, transferring ownership of the project to the business, involving frontline management, cocreating and delivering on-the-job training, and building trust with the employees whose work will change in the new operating model.

Critical factors for success

A diagnostic framework for public-sector it projects.

To set up the success of IT projects, chief information officers of public-sector organizations can begin by asking the following questions:

• Time and scope. How is the organization managing the time and scope of the product road map? How is the project being sequenced to mitigate risk?
• Benefits management. How is the organization managing and tracking progress against intended benefit targets?
• Strategy. How is the organization defining and communicating the project strategy to stakeholders? Is there a process to revisit and adjust the strategy on an ongoing basis?
• Technology. How is the organization mastering the technology? Is there a realistic understanding of the benefits of the new technology? Is there an appropriate split between commercial off-the-shelf and proprietary IT solutions?
• Governance. How is the organization engaging stakeholders, building capabilities, and involving experts? Is the organization planning ahead for future workforce and skills requirements, and is it engaging experts in the right way at the right time?
• Adoption. How will the organization invest in the change management resources (such as training and communication) required for successful adoption of the new technology and operating model?

The answers to these diagnostic questions can help uncover which strategic, organizational, and technological hurdles need to be addressed first, and inform the next steps for driving performance improvement.

While a few organizations have already invested heavily in effectively managing their IT projects, many are still in the early stages of such efforts. At critical inflection points, public-sector organizations may benefit from honestly assessing their IT project work against key success metrics and the four performance improvement levers (see sidebar “A diagnostic framework for public-sector IT projects”).

As IT transformations gain momentum, public-sector organizations can leverage four performance levers to improve their odds of success. Understanding the impact of these levers will allow public-sector organizations to set more realistic goals for budgets, schedules, and benefits and to unlock the full value of their IT projects.

Dr. Kerstin Balka is a partner in McKinsey’s Hamburg office; Breanna Heslin is a partner in the Washington, DC, office; and Dr. Sina Risse-Tenk is an associate partner in the Düsseldorf office. Dr. Alexander Budzier is the chief executive officer and Professor Bent Flyvbjerg is the executive chairman at Oxford Global Projects.

This article draws on joint research carried out between Oxford Global Projects and McKinsey. This work is independent, reflects the views of the authors, and has not been commissioned by any business, government, or other institution.

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16 tech projects from 2023 that could change the world

From phytoplankton-based carbon capture to 3D reconstruction scanners, scientists are working on cutting-edge technologies they believe can reshape humanity for the better.

Challenges like climate change and dwindling natural resources and can make the future seem uncertain and even scary. But our fate isn't sealed so long as scientists around the world have a say. They're busy dreaming up technologies, from the practical to the zany, that could make the future a little brighter. 

Prototypes for Humanity , a Dubai-based organization that runs a contest to spur innovation, has highlighted 100 projects in 2023 that they believe could change the world — from electrical skin to devices that predict air pollution without any air sensors. Here are some of our favorites.

Real-time monitoring to predict natural disasters

NatCat aims to use satellite imagery, remote sensing and machine learning to assess the risk of natural hazards in different locations, which could help to reduce the risk of harm for those living there. The tool generates risk assessments for any location in the world, regardless of the availability of local data. It can also use climate change data to project the frequency and intensity of some natural hazards in the future.  

Converting air humidity to electricity 

This project, called Electric Skin, creates a self-powering biomaterial for electronic devices that harnesses the electrically conductive properties of the mud-dwelling bacteria known as Geobacter sulfurrenducens . Specifically, the bacteria's protein nanowires can generate electricity from the air's ambient humidity. The scientists have extracted the bacteria's DNA and embedded this into E. coli for production. To create the power source, the team placed the nanowires harvested from E. coli into compostable biomaterials to create a flexible and textured membrane that can power electronic devices from the air and water.  

Recycled tiles that regulate heat and humidity

Spurred by the excessive production of non-recyclable plastics alongside the effects of climate change in south India, Wastly Roof Tiles aims to replace conventional roof tiles with tiles made of a recycled material that can reduce indoor temperatures. 

These tiles, which are created by shredding and melting multi-layered plastics, are lightweight and waterproof and can reflect heat. This project is inspired by the cryosphere — icy parts of Earth that regulate the planet's temperature — and the finished product incorporates a blend of the blue and white that many might associate with these regions. 

Phytoplankton-based carbon capture

Phytoplankton transfers 40% of the carbon dioxide in the atmosphere to the ocean using photosynthesis . With PhytoMat, scientists now want to harness this natural process on an industrial scale. 

PhytoMat is a flexible, carpet-like technology that is installed horizontally and vertically on surfaces and contains recycled materials embedded with live phytoplankton. As they grow, they absorb carbon dioxide from their surroundings and convert that into biomass — organic material that can be repurposed — before it's harvested and delivered to recycling plants. This material can then be transformed into new products, like bioplastics.

Electricity-free medical injection in disaster recovery

Using only air pressure and the elasticity of balloons, Golden Capsule is a device that can administer intravenous drugs without the need for another human to hold a medicinal pack. 

This project stands apart from other devices because no electricity is needed — making it ideal for use in disaster recovery scenarios. Golden Capsule uses elastic force and air pressure differences to deliver medicine, rather than gravity, which is used in other non-powered or low-powered systems. 

The biodegradable polystyrene replacement 

Carbon Cell is a biodegradable expanding foam made from biochar — a secret combination of biological ingredients derived from food waste — that's mixed and expanded using a patented manufacturing process. 

The process is similar to injection molding and enables many different shapes and sizes to be formed quickly when, say, packaging items. The scientists behind this technology ultimately want to replace polystyrene, which they said is toxic and harmful to the environment.

A graphics card that can slash AI's carbon emissions 

Generative AI models need to be trained in massive data centers, normally using the power of specialized graphics cards (GPUs). This means generative AI has a huge carbon footprint. But Tasawwur D310 is a GPU that its creators say is vastly more energy efficient than today's leading GPUs. The chip is super dense — with electronic components fitted much closer together and stacked on 10 layers (versus two layers in one of the leading competitors, Nvidia's, chips) — meaning data is exchanged much faster, saving energy and speeding up the training process.

Programmable soft robotics

FlowIO Platform claims to be the world's first general-purpose way to make prototypes of soft robotic parts. This tiny device includes integrated pumps and batteries, and it features five programmable ports, which users can manipulate through a web browser via a Bluetooth connection. Each port can inflate, vacuum, release, hold, sense pressure and alter flow rates. This device also features onboard batteries and 10 different sensors. Its creators say it'll enable robotics experts to bring their ideas from conception to reality much faster than before.

Mixed-reality building inspection with drones

FlyVision combines mixed reality with drone flight to help drone users inspect buildings and other spaces more effectively. Using Microsoft's HoloLens 2 augmented reality (AR) headset, the system gives drone pilots the tools to scan immediate surroundings and create a 3D digital twin within the system. They could then plan a path inside the space and use the planned path to guide a drone through its environment. 

AI-augmented renewable energy

This software platform, called "Renescout", uses data mining, remote sensing and AI to better assess whether renewable energy projects are worth pursuing — a process that normally takes 18 months. "Go" or "no" decisions can effectively be made without investing additional time and resources into exploring the viability of unearthing prospective renewable energy sources, the company claims.

Detecting microplastics with high-tech imagery

SPLASH is a system that uses an advanced form of imaging to detect microplastics in water and the air. The imaging, called intelligent polarization holographic probing, works using light-based scanning and 3D modeling to establish the presence of microplastics that can't be seen by the naked eye. 

Sustainable solid-state batteries

These batteries are made from copper, aluminum and a sodium-based solid-state electrolyte. These novel materials work as both current collectors and electrodes. The battery's coaxial architecture and beam-like structure enable it to retain energy while reducing wasted space and material. The makers of the batteries, dubbed Ferroelectric Electrolyte Batteries, say they are non-flammable and sustainable alternatives to today's lithium-ion batteries. The researchers imagine they could serve in a variety of uses in the automotive and aerospace industries.

AI feedback to improve surgery outcomes

This AI system, called Surgical AI Trainer, assesses the performance of surgeons and offers feedback on how they can improve their technique. When looking at video recordings of procedures, the system analyzes various components of the operation, such as the intricate movements the surgeon performs. It offers precise and quantified feedback — citing particular segments of the video alongside a rationale for picking it out — on how a surgeon performs in the operating theater. This reduces the need for subjective feedback from an expert peer, which can be laborious. 

3D scanning with advanced laser-based radar 

The MindPalace-360 is a machine that uses advanced algorithms and 3D reconstruction tools to generate a photorealistic digital render of a real-world environment. Built primarily for those in architecture, construction or engineering, this system essentially creates digital twins that are incredibly close to the real thing. It lets users capture, process and visualize spatial data much more accurately, which feeds into better design and planning.

Extending lithium-ion battery life

Lithium-ion batteries in products like laptops or even electric cars tend to have charge limits to extend the batteries' longevity. But many e-mobility systems, like e-scooters, lack these controls, which could lead to more e-waste generation as batteries degrade quickly and need to be thrown out much sooner than they should have been. BetterE implements charge limits on the AC side of a charger for electric vehicle lithium-ion batteries. For drivers, this would reduce the operating costs of their electric vehicles while also reducing e-waste on a broader level.

Real-time air pollution monitoring

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Data2Action uses AI algorithms to monitor air pollution in real time — even if the area has no air sensors. The system takes monitoring data from areas that have sensors installed, and then uses this to extrapolate information and determine predicted air pollution readings in places that don't have sensors installed. The machine learning models also predict potential health outcomes based on air pollution exposure levels, its makers say. 

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Keumars is the technology editor at Live Science. He has written for a variety of publications including ITPro, The Week Digital, ComputerActive, The Independent, The Observer, Metro and TechRadar Pro. He has worked as a technology journalist for more than five years, having previously held the role of features editor with ITPro. He is an NCTJ-qualified journalist and has a degree in biomedical sciences from Queen Mary, University of London. He's also registered as a foundational chartered manager with the Chartered Management Institute (CMI), having qualified as a Level 3 Team leader with distinction in 2023.

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5 Project Ideas For Final Year Students

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All your four years of engineering are depicted on your resume. A perfect resume should include interesting projects that make use of widely used and demanding technologies. A project is an implementation of theoretical knowledge. When it comes to projects, they should be outstanding and solve real-world problems. The HRDM’s AISHE states that technology and engineering is the fourth major stream in India including 38.52 lakhs enrolled in various government and private. 

If you have a trendy project on your resume, you will have a better chance of getting hired. To enter the corporate world, there should be at least two projects – minor and major which should be added to the resume. Undoubtedly, project ideas using newer technologies, whether for off-campus or on-campus placements, will get you hired. Let’s explore a few of the project ideas which final-year students need to mention in their resumes. 

Here’s a List of 5 Project Ideas for Final Year Students:

1. web development.

• E-Commerce Website: The most demanding project which requires complete knowledge of full-stack development, technologies like MERN and MEAN can be used to build this project. You need to have a good grip on JavaScript . It can have features like NavBar which includes order lists, payment methods, filtering methods, etc. A good UI and a strong back-end are all needed for a perfect e-commerce website. This when added to your resume showcases your skill.   
• Smart Security Application: This is a real-world problem that every one of us faces whether working in an organization or being an individual. Using this, you can monitor and manage the security systems anytime, anywhere. You get the authority to control your security in your comfort place. It can include features like detecting the location, having GPS installed in it, and setting an alarm in case of an emergency. One can even secure personal data using APIs which avoids unauthorized access.   
• Portfolio Application: This application generates a portfolio describing your work, skills, projects, and everything using a graph in minutes. You just need to fill in entries of your data.  A fully-responsive and solid website can be built using NodeJS and Express , also working with databases, AJAX requests with JQuery, and REST API is implemented. You can apply several concepts in one to see a working and realistic project.
• Reminder Application: In this era where every one of us is busy in life, a reminder application would be of great help. This application sends us an alert message in case of any emergency which helps us in solving daily tasks. It includes features like setting a reminder, checking for time-out conditions, and has a calculator in it. Import certain libraries like calculator, notification_alert, and time to make the code short and clear. You can also click on the Birthday Reminder Application in Python to view the source code.   
• Language Translator: There are approximately 7100 languages spoken worldwide and when you may need such an application as a language translator, you never know. So, this device translates languages to the language in which you’re comfortable which would help in clear communication among individuals. Import modules like Translate and Tkinter are needed along with basic knowledge of functions. You can also check the Language Translator to know about the work.  
• Online Grocery Recommender System: This system recommends freshly added groceries for daily purposes. You can order items by just sitting at home. There will be two access points, admin and user. Users are the customers who buy groceries and the admin is the person who handles the data stored in it. It includes features like notification pop-ups, order history, profile settings, etc. 
• Course Management System: This system has updated course content and includes features like free and paid content, a search bar, and filter content based on the new and old ones. This can be implemented using the tools for asynchronous bulletin board messaging or real-time chat included in the Course Management System. It includes three modules – administrator, student, and instructor module for smooth functioning of the system.   
• Employee Tracking System: This application will keep track of employees’ performance and will also check attendance for regularization. It would be of great help to the organizations to maintain the data of employees. It is developed in Java GUI technology and SQLite is used for the database. You can also refer to our Employee Management System to gain more insight.  
• E-Healthcare System: Covid era was so scary and to tackle with lots of hustle, developers came up with the idea of healthcare systems that maintain data of patients. This helps in the quick retrieving of data for the management of patients and doctors. You can easily sign up, log in and view one’s profile. Utilization of CRISP-DM (Standard Cross-Industry Process for Data Mining) for the development of an accurate and effective management system is needed for this system. You can also refer to Healthcare Management System to gain more insights. 

  4. Machine Learning

• Face Detector: This system detects your face by analyzing the structure of the face and matching it with the pre-existing data. It uses machine learning algorithms and analyzes the input and confirms whether the system has the same in the existing database or not. It follows the procedure of capturing the image and relaying it to the back-end with an HTTP form-data request. The data is then saved by the API and matched with the existing database. This can be used in organizations and places where high security is needed.   
• Voice Recognition: This system analyzes the tone, and pattern one uses while speaking and on its basis recognizes the voice. It uses Neural Machine Translation to perform machine translation. It can include features like speech recognition and classification, taking voice as input and delivering the output as “Matched Voice”. This can be used in private or public organizations for the entry and exit of working professionals.   
• Personality Prediction System : It uses Naive Bayes and Support Vector Machines to operate and predicts the personality based on previous data it contains. It uses “ Logistic Regression ” to predict the test dataset and determine the personality of an individual.  You can also refer to Personality Prediction System for more insights. It predicts the input based on past classifications. It can include features like testing the input, predicting the output, and optimizing the result. 

5. IoT & CyberSecurity

• IoT-Based Vehicle Accident Detector: This IoT-based detection system detects if there is an obstacle in front of the vehicle using sensors. In case any, it sets an alarm to the driver to change the path or stop the vehicle to avoid an accident. It uses an accelerometer and a GPS sensor. It uses different machine learning models. The Internet of Things (IoT) is used to produce the output when a signal is sent to the cloud by using an accelerometer and a GPS sensor.   
• Biometric Attendance System: It uses a fingerprint impression of the user and verifies it with the pre-existing data. It is now widely used in different organizations to track the attendance of employees. It uses Deep Learning Algorithm and has a fingerprint sensor that takes the print as input and matches it, in case if not found, it produces the error as an output.   
• Image Encryption System: It is a system where unauthorized users can’t access it because it encodes an image using an encryption algorithm. While transmitting digital images, encryption techniques implemented like AES (Advanced Encryption Technique) are needed to hide the actual image and reduce the chance of risk. It follows the step of dividing images randomly and uses secret keys which determine the encryption image blocks order. 

These were some amazing technologies on which you can build amazing projects in your final year. For more final year project ideas do refer to Computer Science Projects .

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Three major West Virginia highway projects nearing completion, officials say

by STAFF REPORTS

WEST VIRGINIA (WCHS) — Three major West Virginia highway projects in the region are on track to be completed later this year or in early 2025, state officials said.

Work is nearly complete on the new Donald M. Legg Memorial Bridge, often referred to as the Nitro-St. Albans bridge, which will be a major step forward in the project to expand Interstate 64 to six lanes in the area, a news release from West Virginia Department of Transportation.

The widening project called for the rebuilding of the existing bridge and the construction of a new one. The bridge rebuilding was completed in October and work on the new bridge is done, but paving, signage and lighting must still be installed, the news release said.

Work also continues on ramps and a new bridge over WV 25.

Officials expect the interstate widening project in that area to be completed by late 2024 or early 2025. It is expected to relieve a bottleneck in one of the more heavily traveled sections of the interstate.

Work continues on a similar widening project between Barboursville and Huntington in Cabell County.

The WVDOT said work is in the final phase of widening I-64 to eight lanes between East Mall Road and the Merritt’s Creek interchange and from Merritt’s Creek to the 29th Street exit.

The final pieces of the puzzle will be the completion of five bridges in the area, including the construction of the Guyandotte River Bridge, which is a 1,224 foot long structure. Steel work on the span began in late April, the news release said.

Completion of both widening projects is projected for the spring of 2025.

In Roane County, work is expected to be completed this fall on the Scott Miller Hill Bypass project, which will create a 4.3-mile stretch of roadway that bypasses a curvy section of U.S. 33 in the area.

The WVDOT said the project, which has been nearly 40 years in the making, is expected to improve access to the town of Spencer and improve traffic safety in the area.

A major bridge along the route is complete except for the placement of parapets, while contractors continue to lay asphalt along the route, the news release said. Once asphalt is complete, the eastern and western ends of the project will need to be tied into existing U.S. 33.

Business | Port of Virginia details major expansion…

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Business | Port of Virginia details major expansion projects, including becoming deepest port on East Coast

Speaking Thursday at the State of the Port event in Virginia Beach, Edwards said the $1.4 billion in infrastructure projects come as port officials look to do more business with regions such as the Indian subcontinent and Southeast Asia.

“The Port of Virginia is ready to capitalize on this opportunity that favors East Coast ports over West Coast ports,” Edwards said.

According to port officials, business from the Indian subcontinent could increase by 70% in the coming years, while business from Northeast Asia could shrink by 7%.

The infrastructure projects include:

• Upgrades to the central railyard at Norfolk International Terminals, which include two new rail track bundles and three new rail-mounted cranes. These upgrades are now finished , a port official said last week.
• Deepening the harbor to 55 feet and the Atlantic Ocean channel approaching the port to about 59 feet, which is scheduled to finish in August 2025.
• Modernizing the north berth at Norfolk International Terminals, which will allow for greater capacity and improved productivity. That work is being completed in phases, with the last phase scheduled for completion in July 2027.

The upgrades come as the port assists with traffic diverted from Baltimore after the Francis Scott Key Bridge collapsed on March 26. Baltimore handles much of the country’s large non-container cargo, so Hampton Roads terminals are only able to process a small part of that traffic, maritime officials told The Virginian-Pilot earlier this year.

Still, videos displayed during the event and on social media show construction equipment and even a large helicopter being unloaded in Hampton Roads.

“I know we all look forward to a time when the Port of Baltimore is once again up and running,” Edwards said in his speech. “Until then, the Port of Virginia remains dedicated to delivering world-class service and stepping up no matter the circumstances.”

The U.S. Army Corps of Engineers hopes to have the 50-foot-deep Baltimore channel fully reopened by the end of May, the organization said in a news release.

Trevor Metcalfe, 757-222-5345,  [email protected]

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Univ. of Ala. begins major summer construction projects on campus

TUSCALOOSA, Ala. ( WBRC ) - Several construction projects are starting up on the University of Alabama campus. Crews are busy working on hundreds of millions of dollars worth of projects.

According to UA leaders, all that construction will last through much of the summer because there is a lot to get done in a short amount of time.

The numbers are staggering - more than 80 construction projects are underway with five major road closures. Add it all up and you’re talking more than $450 million worth of work.

The man in charge of it is Tim Leopard, senior associate vice president for campus development.

“From infrastructure work, road widening, 15th Street and Second Avenue, electrical utility burial and storm water work,” said Leopard.

A little bit of everything. They’re doing the during the summer months because the campus is largely quiet. Plus, it’s a great time to catch up what’s been put off.

“This summer has been a little bit busier than normal. We suspended some projects because of COVID, so we’re catching up with those,” said Leopard.

Of the 80 or so projects underway, Leopard says the most intensive work is taking place at University Boulevard and Colonial. We’re told there are lots of working parts just in this one location.

“Storm sewer, electrical and thermal wires. They all have to connect in the end,” said Leopard.

And the end for all of this is a few months down the road, all the road work will be completed by August 1, according to Leopard, just in time for students to return for another school year.

Leopard says the $450 million or so to pay for all the construction is coming from different sources of revenue such as state and federal appropriations, gifts and university reserves.

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Pipeline company cancels Northeast gas project

By Carlos Anchondo | 05/08/2024 07:54 AM EDT

The Northeast Supply Enhancement project was intended to expand an existing gas pipeline system in three states.

A worker operates part of the Transcontinental natural gas pipeline system owned by Williams Cos. Williams Cos.

An Oklahoma company has discarded plans to build a natural gas pipeline in a pocket of the northeastern U.S., allowing a certificate for the embattled project to expire last week.

The Northeast Supply Enhancement project — approved by federal energy regulators in May 2019 — would have expanded Williams Cos.’ existing Transcontinental gas pipeline system in Pennsylvania, New Jersey and New York by about 37 miles.

The Transco system is a sprawling pipeline network that spans roughly 10,000 miles from south Texas to New York City. Under the 2019 order, Williams was supposed to have built and placed the Northeast project into service by May 2021, but it struggled after state-level water permit denials. The Federal Energy Regulatory Commission granted a two-year time extension in May 2021.

In January, the independent agency gave Oklahoma-based Williams until May 3, 2024 , to construct and place the project into service.

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Kahn Award Will Carry Theater Arts Major Madeline Riddick-Seals Back to Alabama

Madeline Riddick-Seals (CFA’24) will use her $20,000 Khan Award to support a history project in her family’s hometown of Enterprise, Ala. Photo by Julian X

$20,000 prize to fund history project in historically Black neighborhood

It’s a long way from Comm Ave to Enterprise, Ala., but at least Madeline Riddick-Seals will have some help paying for her next trip back there.

A theater arts major, Riddick-Seals (CFA’24) is Boston University’s 2024 winner of the Esther B. and Albert S. Kahn Career Entry Award , with its $20,000 check intended to jump-start the career of one graduating College of Fine Arts student each year. The five other Kahn Award finalists each receive $2,500.

“I was shocked,” Riddick-Seals says, when she learned she was the winner at a recent CFA ceremony. “I’m still in the processing part of it. Just like, realizing that this is a real thing. When you do that application, it’s an imagined use of money, you know, and now I can actually do it.”

A stage designer and director at CFA, Riddick-Seals says she plans to use the award to delve deep into Bennett Side, a historically Black working-class neighborhood in Enterprise, through oral history and design.

“I’m a scenic designer. So my idea is to interview [Bennett Side residents] about their homes and create scale models of a room in their home that is important to them, that they hold memories in,” says Riddick-Seals, who’s lived in Atlanta for the last decade, but spent her early childhood years in Enterprise.

She’ll photograph the finished products, perhaps for an exhibition or a book, but the models themselves will be given to each of the subjects.

I’m still in the processing part of it. Just like, realizing that this is a real thing. Madeline Riddick-Seals

“What’s important to me is that the families that I make them for will get to keep them,” she says, “so that it’s something that’s part of their own private collection and not necessarily something that I own.”

She’s already done something similar for her Kilachand Honors College capstone project, an oral history with her grandmother and great-aunt. “I asked them questions about their lives and their experiences as children growing up in Enterprise, especially in the ’60s and ’70s, because it was a very unique time to be living in Alabama as young girls. And then I created art based off of those interviews, to process our history.”

If that sounds a little far from stage design, think again.

“It’s the drafting, the visual research that we do, the actual physical model-making, the painting, all of these hard skills that we have gained in these four years, using those in a different context to create an art object outside of theater,” Riddick-Seals says.

“But I’ve also learned in my theater arts training how to interview people, and ethically creating social interactions that are kind and leave space for the person being interviewed,” she says. “A big thing for me and my interviewing process is allowing the person I’m interviewing to dictate how vulnerable that they get.”

In announcing the awards, Harvey Young, dean of CFA, said the project by Riddick-Seals was “impactful, unique, using the frame of oral history to offer a way for sharing and telling the story of your family, individuals who had not told their stories before in a very public way, or even a private way.”

The Kahn Award will fund project materials, equipment, and travel for the Bennett Side project, Riddick-Seals says.

The Esther B. and Albert S. Kahn Career Entry Award Fund was established in 1985 with a gift of $1 million from Esther Kahn (Wheelock’55, Hon.’86). Each spring, students completing their last semester of graduate or undergraduate studies submit proposals detailing how they would use the award to launch their careers, their concern for social issues, and their take on the artist’s role in contemporary society.

This year’s awards jurors were Gabriel Cobas, chief facilities officer, Boston Youth Symphony Orchestras; Maya French, founder and co–artistic director, Palaver Strings; Elana Harris, interim executive director, BU Arts Initiative; and Rachael Warren, resident affiliate, company member, Trinity Repertory Theatre.

The other five finalists, who each receive $2,500, are:

Spencer Hart-Thompson (CFA’24) BA Music, School of Music

Hart-Thompson’s research focuses on accommodations and pedagogies for physically disabled students to promote equitability in music education. Spencer is a physically disabled musician and composer, and his project Music Through the Scope of Disability is a social awareness musical tour organized, written, and performed to immerse the audience into the music creation process through the lens of a student with disabilities.

Kimly Mengyin Wang (CFA’24) DMA Collaborative Piano, School of Music

Wang is receiving her doctorate at the School of Music and already holds degrees in collaborative piano and solo piano performance from the University of Western Ontario and a performance diploma from the New England Conservatory of Music. She’s also passionate about vocal repertoire and leads the music department at Elton Academy in Toronto, guiding international students towards respected music institutions.

Tommy Vines (CFA’24) BFA Theatre Arts, Performance, School of Theatre

Vines is an actor, playwright, screenwriter, movement artist, director, producer, and theater maker. They made their film debut as the lead in director Kate Novack’s short film Hysterical Girl , which was shortlisted for an Academy Award. In November 2023, Vines made their professional regional theatrical debut with Actors’ Shakespeare Project (Teenage Greek Chorus) in How I Learned to Drive by Paula Vogel.

James Gold (CFA’24) MFA Painting, School of Visual Arts

Gold has received a Fulbright Research Grant to Italy and has an upcoming residency at Mass MoCA. He describes his work as at once ancient and futuristic, depicting fragments of “hypothetical archaeology” in ways that blend traditional painting techniques with the hyperreality of digital imagery. Each painting grows out of in-depth research into topics that include the history of design, neuroscience, geology, and the language of symbols.

Emily Rice (CFA’24) MFA Print Media & Photography, School of Visual Arts

The “emotional geography” around mental health and substance use disorders is at the heart of Rice’s work. Her media include photographs, monotype prints, collages, and silkscreening on found textiles, drawing out themes of struggle, strength, and emotional complexity.

Explore Related Topics:

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• College of Fine Arts
• Kahn Awards
• Kilachand Center
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Joel Brown is a staff writer at BU Today and Bostonia magazine. He’s written more than 700 stories for the Boston Globe and has also written for the Boston Herald and the Greenfield Recorder . Profile

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Government of Canada launches major new initiative to support Indigenous tourism

From: Innovation, Science and Economic Development Canada

News release

New funding will support large-scale “signature” Indigenous tourism projects

May 9, 2024 – Gatineau, Quebec 

Indigenous tourism helps advance economic reconciliation, while allowing the sharing of Indigenous cultures and histories across Canada. That’s why supporting its growth, in close partnership with First Nations, Inuit and Métis communities, is one of the Government of Canada’s top priorities. One of the many ways in which the government invests in Indigenous tourism is through the Indigenous Tourism Fund ( ITF ), a $20 million investment in both large and small Indigenous projects. The first stream of the ITF, the Micro and Small Business Stream, was launched in November 2023 and has already supported 145 projects across the country.

Today, the Honourable Soraya Martinez Ferrada, Minister of Tourism and Minister responsible for the Economic Development Agency of Canada for the Regions of Quebec, announced the launch of the ITF’s Signature Indigenous Tourism Experiences Stream ( SITES ). With $10 million in federal funding, SITES will support major Indigenous tourism projects, awarding contributions of $500,000 to $1.25 million. The funded projects will build on existing tourism destinations, many of which are located around significant cultural and natural sites in Indigenous communities. Minister Ferrada made the announcement as part of the 2024 Indigenous Prosperity Forum.

This funding, part of the broader $20 million ITF, will support key experiences that anchor tourism destinations in Indigenous communities, and it will help develop the infrastructure and services needed for tourism. Today’s announcement underscores the government’s commitment to working with Indigenous leaders and communities to help grow Indigenous tourism.

The National Aboriginal Capital Corporations Association (NACCA) will deliver SITES. An umbrella organization for more than 50 Indigenous financial institutions, NACCA has over 35 years of experience in Indigenous economic development. NACCA’s successful track record, its robust network and the significant contributions of its members—which have collectively facilitated $3. 3  billion in loans to Indigenous businesses—make it an ideal partner to manage this Indigenous-led process.

SITES will support projects that make Indigenous tourism sites more accessible, encourage overnight stays and boost spending. It will favour initiatives that can anchor larger tourism destinations and attract other sources of financing. NACCA will also lead a committee, including representatives from the Indigenous Tourism Association of Canada and provincial and territorial Indigenous tourism organizations, to assist in identifying and evaluating projects. This committee will ensure that projects contribute positively to communities and can attract further investment. NACCA will oversee the application process, disburse funds, monitor project progress and make all final funding decisions.

“Indigenous tourism has the power to advance economic reconciliation while allowing Indigenous communities to share their cultures and histories. That’s why helping it grow and thrive is one of our top priorities. Through this Indigenous-led process, we are supporting communities, and the tourism businesses in those communities, in making their own decisions and developing tourism at their own pace. I am so excited to see how this funding will make ‘signature projects’ a reality in so many Indigenous communities.” – The Honourable Soraya Martinez Ferrada, Minister of Tourism and Minister responsible for the Economic Development Agency of Canada for the Regions of Quebec

“ NACCA is pleased to oversee the implementation of the Signature Indigenous Tourism Experiences Stream (SITES) programming, aimed at enhancing tourism offerings within First Nations, Métis and Inuit communities. Our ISO 9001 certification underscores our commitment to quality and reinforces our reputation as a trusted partner of the Government of Canada. With a rich history and extensive experience in Indigenous lending and business support across all sectors of the economy, NACCA and the network of Indigenous financial institutions are well equipped to assist Indigenous businesses. NACCA takes great pride in helping Indigenous businesses feature vibrant cultures while bolstering local economies through tourism.” – Shannin Metatawabin, CEO, National Aboriginal Capital Corporations Association

Quick facts

Before the pandemic, Indigenous tourism was the fastest-growing segment in the Canadian tourism market, posting significant gains in job creation and contributions to Canada’s GDP. 

The Indigenous tourism industry was particularly hard hit by the impact of the COVID-19 pandemic and has been slower to recover.

Budget 2022 dedicated $20 million to the Indigenous Tourism Fund (ITF) to aid the industry’s recovery from the pandemic. 

The Micro and Small Business Stream of the ITF was launched on November 2023. As of March 28, 2024, the Indigenous Tourism Association of Canada has approved 145 program applications, or $3,603,490 in support.

In addition, at least 15% of the Tourism Growth Program from Budget 2023 will be invested in Indigenous tourism sites.

Associated links

• The Federal Tourism Growth Strategy
• The Canadian tourism sector

Marie-Justine Torres Press Secretary Office of the Minister of Tourism and Minister responsible for the Economic Development Agency of Canada for the Regions of Quebec 613-327-5918 [email protected]

Media Relations Innovation, Science and Economic Development Canada [email protected]

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Find more services and information at Canada.ca/ISED .

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