assignment projects for computer

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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Top 35 Computer Science Project Topics of 2024 [Source Code]

Home Blog Web Development Top 35 Computer Science Project Topics of 2024 [Source Code]

Choosing the best computer science project topic is critical to the success of any computer science student or employee. After all, the more engaging and interesting topic, the more likely it is that students or employees will be able to stay motivated and focused throughout the duration of the project. However, with so many options out there, it can be tough to decide which one is right for you.

To help you get started, I have compiled a list of best computer science project topics for students and professionals like myself. These ideas cover everything from machine learning algorithms to data mining techniques, promising to be both challenging and engaging. If staying current with the latest trends is a bit tricky while brainstorming computer science project topics, I'd recommend opting for the online course in Web Development . The coursework gets updated regularly, ensuring there's always something new to learn.

Till then, pick a topic from this blog and get started on your next great computer science project. You will find  projects for professionals, interns, freelancers, as well as final year projects for computer science.

Computer Science Project Ideas with Key Information

Source: crio.do

Top Computer Science Project Topics with Source Code

1. hospital management system.

Type :  Application development, Database management, Programming

There is no shortage of computer science project topics out there. But if you are looking for something that's both technically challenging and socially relevant, consider a hospital management system. Such a system would include features like:

• Developing an application to manage patient records.
• Creating a database to store patient information.
• Programming a system to track medical appointments.
• designing an algorithm to improve the efficiency of hospital processes.
• Investigating the security risks associated with hospital data.
• Examining the impact of computerized systems on hospital staff morale.
• Evaluating the effectiveness of existing hospital management software.

Source Code: Hospital Management System

2. Weather Forecasting APP

Type: Application development, Web development, Programming

A weather forecasting app is a great idea for final year projects for CSE and can be used to provide users with real-time information about the weather, allowing them to make better decisions about their activities. To develop such an app, you will need to have a strong understanding of computer science concepts such as data structures and algorithms. In addition, you will also need to be familiar with the various APIs that are available for accessing weather data.

Source Code: Weather Forecast App

3. News Feed App

Type: Application designing, Application development, Programming

A news feed app is a great choice for a computer science project. Not only will you learn how to create a user interface, but you'll also gain experience with databases and newsfeed algorithms. To get started, you'll need to gather data from a variety of sources. You can use RSS feeds, APIs, or web scraping techniques to collect this data.

Once you have a dataset, you will need to process it and transform it into a format that can be displayed in your app. This will require some basic Natural Language Processing (NLP) techniques. Finally, you will need to design an algorithm that determines which stories are displayed in the news feed. This can be based on factors such as recency, popularity, or user interests. By working on a news feed app, you will gain valuable skills that are essential for any software developer.

Source Code: News Feed App

4. Optical Character Recognition System (OCR)

Type: Algorithm design, Optical recognition, System Development, Programming

An optical character recognition system, or OCR system, can be a great computer science project topic. OCR systems are used to convert scanned images of text into machine-readable text. This can be a difficult task, as there are often many different fonts and formatting styles that must be taken into account.

However, with the right approach, an OCR system can be an extremely useful tool. Not only can it help to reduce the amount of paper used in an office setting, but it can also help to increase efficiency by allowing users to search through large amounts of text quickly and easily. If you are interested in working on a project that will have a real-world impact, then an OCR system may be the right choice for you.

Source Code: OCR System

5. Library Management System

Libraries are increasingly using computers to manage their collections and circulation. As a result, Library Management Systems (LMS) have become an important tool for library staff. LMSs are designed to help libraries track and manage their books, e-books, journals, and other materials. They can also be used to manage patron information and circulation records.

Library Management Systems can be a great Computer Science project topic because they provide an opportunity to learn about databases and information management. In addition, developing an LMS can be a challenging programming project that requires the use of advanced data structures and algorithms. As a result, working on an LMS can be a great way to develop your skills as a computer programmer.

Source Code: Library Management System

6. Virtual Private Network

Type: Application development, Data security, Networking, Programming

A virtual private network (VPN) is a great project topic for computer science students. VPNs allow users to securely connect to a private network over the internet. By Encrypting data and routing traffic through a VPN server, VPNs can provide a high level of security and privacy. In addition, VPNs can be used to bypass internet censorship and access blocked websites. As a result, VPNs have become increasingly popular in recent years.

There are many different ways to set up a VPN, so computer science students can choose a method that best suits their skills and interests. With a little research, computer science students can create a functional and user-friendly VPN that will be sure to impress their instructors.

Source Code: VPN Project

7. e-Authentication System

Type: Authentication, Information security, System Development, Programming

There are many computer science project ideas   out there, but one that is particularly interesting is an e-authentication system. This system would be used to authenticate users and provide them with access to secure online services. The project would involve developing a database of user information, as well as a mechanism for authenticating users.

Depending on the scope of the project, it could also involve developing a user interface and testing the system. This would be a great computer science project for students who are interested in security and authentication. It would also be a good opportunity to learn about databases and web development.

Source Code: e-Authentication System

8. Real-time web search engine

Type: Machine learning, AI, Web annotation, Programming

Real-time web search engines would be a great project for computer science. The idea is to create a search engine that can index and search the web in real time. This would be a major undertaking and would require a team of computer science experts. However, the rewards would be great.

Such a search engine would be immensely useful to everyone who uses the internet. It would also be a major coup for the team that developed it. Therefore, if you are looking for a computer science project that is both challenging and impactful, a real-time web search engine is a great option.

Source Code: Real-time Search Engine

9. Task Management Application

Type: Application design, Application development, Authentication, Database management, Programming

While developing this application, students would learn about database design and development, user interface design, and data structures and algorithms. Ultimately, the goal would be to create an application that is both functional and easy to use.

Source Code: Task Management App

10. Chat App

Type: Application Development, Application designing, Networking, Socket programming, Multi-thread programming

A chat app is a great way to get started with coding and can be one of the ideal mini-project topics for CSE. Not only will you learn how to create a user interface, but you'll also learn how to work with databases and manage user input. Plus, a chat app is a useful tool that you can use in your everyday life. To get started, simply choose a coding language and framework. Then, create a new project in your chosen IDE and start coding! You can begin by designing the UI and then move on to adding features like messaging and file sharing.

Once you have completed the project, you will have a valuable skill that you can use to build other apps or start your own chat app business. And if creating apps intrigues you a lot, you can consider taking a Full Stack Engineer course to polish your skill and attract various hiring companies. With this course, you will gain a deep understanding of how to build, implement, secure and scale programs and access knowledge across the business logic, user interface, and database stacks. Moreover, the professionals may also assist you with your final year project topics for computer engineering.

Source Code: Chatapp

Top Computer Science Project Ideas for Students 2024

Here I’ve compiled a list of the best innovative project ideas for computer science students that you can explore.

1. Face Detection

One popular computer science project is building a face detection system. This involves training a machine learning algorithm to recognize faces in images. Once the algorithm is trained, it can then be used to detect faces in new images. This can be used for a variety of applications, such as security systems and social media apps.

Source Code: Face Detection

2. Online Auction System  

Another popular project idea is to build an online auction system. This can be used to sell products or services online. The system would need to include features such as bidding, payments, and shipping. It would also need to be secure so that only authorized users can access the auction site. 

Source Code: Online Auction System

3. Evaluation of Academic Performance  

This project focuses on developing a system that can evaluate the academic performance of students. The system would need to be able to input data such as grades and test scores. It would then use this data to generate a report card for each student. This project would require knowledge of statistical analysis and machine learning algorithms. 

Source Code: Student Performance Analysis

4. Crime Rate Prediction  

This project involves building a system that can predict crime rates in different areas. The system would need to input data such as population density, unemployment rate, and average income. It would then use this data to generate predictions for crime rates in different areas. This project would require knowledge of statistical modeling and machine learning algorithms. 

Source Code: Crime Prediction App

5. Android Battery Saver System  

This project focuses on developing an Android app that can save battery life. The app would need to be able to track the battery usage of other apps on the device. It would then use this information to provide recommendations on how to save battery life. This project would require knowledge of Android development and battery-saving techniques.

Source Code: Android Battery Saver

6. Online eBook Maker 

This project focuses on developing a web-based application that can be used to create eBooks. The application would need to allow users to input text, images, and videos into the eBook maker. It would then generate a PDF file that can be downloaded by the user. This project would require knowledge of web development and design principles.

These are just a few ideas for computer science projects that you can try out. If you're stuck for ideas, why not take inspiration from these?

Source Code: Online Ebook Maker

7. Mobile Wallet with Merchant Payment  

With a mobile wallet, users can make payments by simply waving their phones in front of a contactless payment terminal. This is not only convenient for consumers but also for merchants, as it reduces the time needed to process payments.

For your project, you could develop a mobile wallet app that includes a merchant payment feature. This would allow users to make payments directly from their mobile wallets to participating merchants. To make things more interesting, you could also add loyalty rewards or coupons that could be redeemed at participating merchants.

Source Code: Mobile wallet

8. Restaurant Booking Website  

Another great project idea is to develop a restaurant booking website. This type of website would allow users to search for restaurants by location, cuisine, price range, etc. Once they have found a restaurant they are interested in, they will be able to view available tables and book a reservation.

To make your project stand out, you could focus on making the booking process as smooth and seamless as possible. For example, you could allow users to book tables directly from the restaurant's website or through a third-party platform like OpenTable. You could also integrate with popular calendar apps so that users can easily add their reservations to their calendars.

Source Code: Restaurant Booking System

9. SMS Spam Filtering  

With the rise of smartphones, text messaging has become one of the most popular communication channels. However, this popularity has also made it a target for spam messages.

For your project, you could develop an SMS spam filter that uses artificial intelligence techniques to identify and block spam messages. To make things more challenging, you could also develop a system that automatically responds to spam messages with humorous or sarcastic responses.

Source Code: SMS Spam Filtering

10. Twitter Sentiment Analysis  

Source Code: Twitter Sentiment Analysis

Top Final-Year Project Ideas for Computer Science Students

As a computer science student, you have the unique opportunity to use your skills to create projects that can make a difference in the world. From developing new algorithms to creating apps that solve real-world problems, there are endless possibilities for what you can create. 

To get you started, here are the top innovative final-year project ideas for computer science students: 

1. Advanced Reliable Real Estate Portal

As the world becomes more digitized, the real estate industry is also starting to move online. However, there are still many challenges with buying and selling property online. For example, it can be difficult to verify the accuracy of listings, and there is often a lack of transparency around fees. 

As a computer science student, you could create a more reliable and transparent real estate portal that helps buyers and sellers connect with each other. This could potentially revolutionize the way people buy and sell property, making it simpler and more efficient. 

Source Code: Real Estate Portal

2. Image Processing by using Python  

Python is a versatile programming language that can be used for a wide range of applications. One area where Python is particularly useful in image processing. You could use Python to develop algorithms that improve the quality of images or that help identify objects in images. This could have applications in areas like security or medicine. 

Source Code: Image Processing Using Python

3. Admission Enquiry Chat Bot Project  

The process of applying to university can be very daunting, especially for international students. You could create a chatbot that helps prospective students with the admission process by answering their questions and providing information about specific programs. This would make it easier for students to navigate the university application process and increase transparency around admissions requirements. 

Source Code: Admission Enquiry Chatbot

4. Android Smart City Travelling Project  

With the rise of smart cities, there is an increasing demand for apps that make it easy to get around town. You could develop an Android app that helps users find the fastest route to their destination based on real-time traffic data. This could potentially help reduce traffic congestion in cities and make it easier for people to get where they need to go.

Source Code: Smart City Travelling App

5. Secure Online Auction Portal Project  

Auction websites are a popular way to buy and sell items online. However, there are often concerns about security when conducting transactions on these sites. As a computer science student, you could create a secure online auction portal that uses encryption to protect users' personal information. This would give users peace of mind when buying or selling items online and could help increase trust in auction websites. 

Source Code: Auction portal

6. Detection of Credit Card Fraud System  

With the increase in online shopping and transactions, credit card fraud has become a major problem. With your knowledge of computer science, you can help solve this problem by developing a system that can detect fraudulent activity. This project will require you to analyze data from credit card transactions and look for patterns that indicate fraud. Once you have developed your system, it can be used by businesses to prevent fraudulent transactions from taking place. 

Source Code: Credit Card Fraud detection

7. Real Estate Search Based on the Data Mining  

The process of buying or selling a home can be a long and complicated one. However, as a computer science student, you can make this process easier by developing a real estate search engine that uses data mining techniques. This project will require you to collect data from various sources (such as MLS listings) and then use analytical methods to identify trends and patterns. This information can then be used to help buyers and sellers find the perfect home. 

Source Code: Real Estate Search Based Data Mining

8. Robotic Vehicle Controlled by Using Voice  

With the increasing popularity of voice-controlled devices, it's no surprise that there is also interest in developing voice-controlled robotic vehicles. By taking such projects for computer science students, you can help create this technology by developing a system that allows a robotic vehicle to be controlled by voice commands. This project will require you to design and implement software that can interpret voice commands and then convert them into actions that the robotic vehicle can perform. 

Source Code: Voice Controlled robot

9. Heart Disease Prediction: Final Year Projects for CSE  

Heart disease is one of the leading causes of death worldwide. However, with early detection, many heart diseases can be effectively treated. As a computer science student, you can develop a system that predicts the likelihood of someone developing heart disease based on their medical history and other risk factors. This project will require you to collect data from medical records and then use machine learning algorithms to develop your prediction system.

Source Code: Heart Disease prediction

10. Student Attendance by using Fingerprint Reader  

Taking attendance in class is often a time-consuming process, especially in larger classes. As a computer science student, you can develop a fingerprint reader system that automates the attendance-taking process. This project will require you to design and implement software that can read fingerprints and then compare them against a database of students' fingerprints. Once the match is made, the student's name will be added to the attendance list automatically.

Source Code: Attendance with Fingerprint Management

11. Cloud Computing for Rural Banking Project  

This project aims to provide an efficient and secure banking system for rural areas using cloud computing technology. The project includes the development of a web-based application that will allow users to access their accounts and perform transactions online. The application will be hosted on a remote server and will be accessible from any location with an internet connection. The project will also include the development of a mobile app for users to access their accounts on their smartphones.

Source Code: Banking System

12. Opinion Mining for Comment Sentiment Analysis 

This project involves developing a system that can automatically analyze the sentiment of comments made on online platforms such as news articles, blog posts, and social media posts. The system will use natural language processing techniques to identify the sentiment of each comment and generate a report accordingly. This project can be used to monitor public opinion about various topics and issues.

Source Code: Opinion Mining Sentiment Analysis

13. Web Mining for Suspicious Keyword Prominence  

This project involves developing a system that can crawl through websites and identify keywords that are being used excessively or in a suspicious manner. The system will flag these keywords and notify the administrator so that they can further investigate the matter. This project can be used to detect spam websites or websites that are engaged in black hat SEO practices.

Source Code: Web Mining

14. Movies recommendations by using Machine Learning  

This project involves developing a system that can recommend movies to users based on their previous watching history. The system will use machine learning algorithms to learn the user's preferences and make recommendations accordingly. This project can be used to create a personalized movie recommendation system for each user.

Source Code: Movie Recommender System

15. Online Live Courier Tracking and Delivery System Project  

This project aims to develop a system that can track the live location of courier packages and provide real-time updates to the sender and receiver about the status of the delivery. The system will use GPS technology to track the location of courier packages and update the status in the database accordingly. This information will then be made available to users through a web-based or mobile application.

Source Code: Courier Tracking & Delivery System

How to Choose a Project Topic in Computer Science?

Picking a project topic in computer science can feel like a challenge. However, I've found a few steps that can make the process a bit easier.

1. Define your goals

The first step is to define your goals for the project. What do you hope to achieve by the end of it? Do you want to develop a new skill or build on existing ones? Do you want to create something that will be used by others? Once you have defined your goals, you can narrow down your focus and start thinking about potential topics. 

2. Do your research and Get inspired by real-world problems  

Once you have an idea of what you want to do, it's time to start researching potential topics. Talk to your supervisor, read through course materials, look at past projects, and search online for ideas. When doing your research, it is important to keep your goals in mind so that you can identify topics that will help you achieve them. 

3. Consider the feasibility  

Once you have shortlisted some potential topics, it's time to consider feasibility. Can the topic be completed within the timeframe and resources available? Is there enough information available on the topic? Are there any ethical considerations? These are all important factors to take into account when choosing a topic. 

4. Make a decision  

After considering all of the above factors, it's time to make a decision and choose a topic for your project. Don't worry if you don't know exactly what you want to do at this stage, as your supervisor will be able to help guide you in the right direction. The most important thing is that you choose a topic that interests you and that you feel confident about tackling it. 

Looking to master Python? Discover the online Python programming course that guarantees results. Unleash your coding potential and become a Python pro today!

Conclusion   

If you are a student looking for a computer science project topic or an employee searching for interesting ideas to improve your skills, I hope this article has given you some helpful direction. I have provided a variety of project topics in different areas of computer science so that you can find one that sparks your interest and challenges you to learn new things.  

I also want to encourage you to explore the resources available online and through your own community to continue expanding your knowledge in this rapidly changing field. On that note, KnowledgeHut’s online course for Web Development can help you with the different aspects of computer science. With experienced professionals as your instructors, you will be able to gain knowledge and expertise that will benefit you both professionally and academically. Why wait? Learn something new today!

Frequently Asked Questions (FAQs)

Final year projects for computer science are important because they allow students to apply the knowledge and skills that they have acquired over the course of their studies. By working on a real-world problem or challenge, students have the opportunity to develop practical expertise and learn how to work effectively as part of a team. 

Yes, final year projects can be very important for landing a job after graduation. Many employers use final-year projects as a way to assess a candidate's skills and abilities, and they may even use it as a tiebreaker when reviewing multiple candidates who are equally qualified. As such, students should take their final year projects seriously and put forth their best effort. 

Final-year projects also provide students with valuable experience that can help them in their future careers. If you select the best project topics for computer science students and work hard, you may be successful in your final year project.

Failing in a final-year project can be discouraging, but it is not the end of the world. One way to try and ensure passing is by taking mini-project topics for computer science. This will help show that you have the ability to complete projects and pass with flying colors. Additionally, try and get feedback from your professors on what areas you need to improve in.

Abhresh Sugandhi

Abhresh is specialized as a corporate trainer, He has a decade of experience in technical training blended with virtual webinars and instructor-led session created courses, tutorials, and articles for organizations. He is also the founder of Nikasio.com, which offers multiple services in technical training, project consulting, content development, etc.

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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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A Computer Science graduate interested in mixing up imagination and knowledge into enticing words. Been in the big bad world of content writing since 2014. In his free time, Akhil likes to play cards, do guitar jam, and write weird fiction.

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20+ Computer Science Project Ideas for Final Year Engineering Students

For students and hobbyists, we picked out some computer science engineering projects from all over the internet. These are simple and interesting hardware and software development-based computer science project Ideas that provide a solution that could come in handy in real-life scenarios and can be easily used in the Final year Projects for CSE students and beginner.

Computer Science Projects Ideas

1. setting up your own personal home cloud.

In this project, A network access storage (NAS) drive with a home Cloud set-up is constructed with the help of a wireless router. Home cloud has various application such as file storage, media streaming, data backup, data processing, and more.

We have explained the complete step-by-step guide to designing a personalized Home cloud .

2. Teaching a Computer to Recognize Cats

If you are a software developer and looking for Python projects, then you must try this.

This tutorial will provide a high-level introduction to the field of machine learning. To get a sense of how machine learning works, we begin our tutorial with a simple example of how a computer can recognize cats from other animals. Along with this, we provide a Python code for implementing the same.

This python project is available at Teaching a Computer to Recognize Cats .

Also Read : Interesting Software Project Ideas

3. Smart Receptionist With Smart Lock System

In this project, we are developing a security system using a Raspberry Pi that lets you see a visitor while your main office door is locked.

If you are in the middle of a meeting in a conference room and there is a visitor at the door, this system will send a notification to your smartphone with a photo of the visitor as an email. If you approve, you either use your mobile or PC to unlock the front door using a Web browser.

This computer project is available at Smart Receptionist With Smart Lock System .

4. Suspicious Activity Tracking AI Camera

Tracking and detecting suspicious activity is one of the most demanding tasks for many security personnel and systems.

What if a smart camera can detect any suspicious activity and automatically trigger an alarm to call the police, then such criminal acts can be prevented.

Let’s learn the process of training a machine learning (ML) model with datasets of normal and suspicious activities, deploying the model on a Raspberry Pi-based camera, and coding it to trigger alarms when suspicious activities are detected.

The system aims to enhance security by automatically alerting authorities when potential threats are identified.

Check the complete step-by-step guide to make this DIY AI Tracking Camera project .

5. Gesture Language Translator

Communicating with a specially abled person who can’t speak or hear is quite difficult, especially when you don’t know sign language.

So to ease this problem, we built a Gesture Language Translator device that converts sign language into spoken language. This device is based on an ML model that can recognize the different sign language gestures for accurate translation.

This is the very interesting DIY for developers who are looking for web development projects.

Check the complete project details here Gesture Language Translator Computer Science Project .

6. Web-based Application for Automatic Timetable Generation

The manual system of timetable preparation in colleges is very monotonous and time-consuming which results in either the same teachers ending up with more than one class at a time or a number of classes conflicting in the same classroom.

In order to deal with such problems, a mechanized system with a computer-aided timetable generator is designed.

Complete project details and tutorial is available at automatic timetable generation .

7. Emotion-based Music Player – Computer Science Project

In this proposed system the facial expression extracted will generate a playlist automatically thereby reducing the effort and time involved in rendering the process manually.

Testing of the system is done both on user-dependent (dynamic) and user-independent (static) datasets. The in-built camera captures the facial features.

This computer project is available at Emotion-based Music Player .

8. Library Management System in C++

The library management system automates the basic library functions to aid in the day-to-day operations of a library. It supports tasks like the issue, returns the basic functions of searching for a particular book, etc.

It also maintains data about books, teachers, and students’ records that are required during various library operations. The software aims to make the system user-friendly and efficient.

This project is available in the Library Management System in C++ .

9. Distorted Fingerprint Verification System

Fingerprint matching is affected by non-linear distortion introduced in fingerprint impressions during the image acquisition process.

The proposed system operates in three stages: alignment-based fingerprint matching, fuzzy clustering, and classifier framework.

To learn more about this computer project, please visit the Distorted Fingerprint Verification System .

10. Creating A Chat Bot With Recast.AI

Chatbots, both voice-based and others, have been in use for quite a while now.

There are many platforms that enable users to create and deploy bots. Recast.AI (now known as SAP Conversational AI after its acquisition by SAP) is a forerunner among these.

The tutorial covers account creation, intent training, coding, and deployment. It highlights Recast.AI ‘s collaborative features, skills, channel integrations, multilingual support, and analytics for chatbot development and improvement.

We have covered the step-by-step guide to building a DIY Chatbot at home .

11. DIY Student Information System

If you are a computer science student who is looking for Java projects, then you must try this.

This student information system is developed using Java as the Front-end and MS Access Database integration. It has all the object components in Java like buttons, text fields, radio buttons, combo boxes, lists, images, and a checkbox that you can refer to on how to use these components.

This system can add, edit/update, delete, and search for a particular student.

To learn more about this project, you can visit the Student Information System .

12. DIY Examination Grading System

Computation, compilation, and grading of students’ results manually via some general-purpose software (off-shell packages) is time-consuming and prone to errors. These have also been factors contributing to students’ failure. Often delay is another factor.

This project seeks to encourage the use of customized computer packages and software applications which will improve accuracy in students’ results, grading, and academic performances.

This project is discussed here Examination Grading System .

13. Remote Electrocardiogram Monitoring based on the Internet

This is a real-time remote patient monitoring service through the World Wide Web (WWW). It allows physicians to monitor their patients on remote sites using a popular web browser.

This project is available at Remote Electrocardiogram monitoring .

14. Pedestrian Navigation based on 3D Map and Mobile Interaction

Next up on the list of computer engineering project ideas is the pedestrian navigation system. This is based on a 3D map and mobile interaction. Here, pedestrian navigation based on 3D maps describes the technologies required and their use situations.

Secondly, we compare the effectiveness of 2D and 3D maps for navigation by object search experiments under certain conditions. 3D maps with and without texture, display sizes corresponding to a mobile phone and PDA (Personal Digital Assistant).

This computer project is available at Pedestrian Navigation Based on 3D Map .

15. Image Steganography – Hiding Information in Images

This is one of the most interesting projects among final year computer science project topics. This project is developed for hiding information in any image file.

In this computer project, the user will have to run the application, and they will have two options, encrypt and decrypt. If a user selects encrypt, the application selects an image file, information file, and option to save the image file.

If the user selects decrypt, the application gives the screen to select only the image file and asks for the path where the user wants to save the secret file.

This interesting computer science project idea is available at Image Steganography .

16. Training and Placement Cell – Computer Project

The training and placement cell contains all the information about the students. The system stores all the personal information of the students, like their personal details, their aggregate marks, their skill set, and their technical skills that are required in the CV to be sent to a company.

The system is an online application that can be accessed throughout the organization and outside as well with proper login provided.

The complete project details are available here: Training and Placement Cell project .

17. Online Recruitment System – DIY Computer Project

The online Recruitment System will be responsible for automating all the working processes to reduce costs and save time. Recruiters will be able to post their job and their type which will be displayed on the jobseekers’ dashboard based on their job type and profile settings.

Recruiters will be able to search for employees based on qualifications and colleges, get their contact info, view their resumes, profiles, and even much more.

Selected jobseekers will have to go through the recruitment process set by the recruiters such as a basic question round section, written examination using online exam mode, have private chat between recruiters and jobseekers.

Jobseekers can search for jobs on the basis of various categories such as organization, using their skills, location, job type, etc.

This final year project is available on the Online Recruitment system .

18. Java-based Network Intrusion Detection System (IDS)

In this project, we designed and built an Intrusion Detection System (IDS) that implements pre-defined algorithms for identifying attacks over a network. The Java programming language is used to develop the system, and JPCap must be used to provide access to the winPcap.

The packets in the network are captured online. The IDS is designed to provide the basic detection techniques to secure the systems present in the networks that are directly or indirectly connected to the internet.

To learn more about this web technology based project, please go through the Java-Based Network Intrusion Detection System (IDS) .

19. Revenue Recovery System Project

This project benefits the departments with greater transparency, convenience, timeliness, and responsiveness.

This software module generates various reports based on the revenue recovery collection entries. It also gives a graphical representation of the data, and it stores and backs up the data easily unlike usual conventional methods. This software module also provides web-based dissemination.

Learn how to build and program Revenue Recovery system .

20. Secured Mail System Project

To provide security to the organizational data, an organization itself develops its own mailing system and the entire database resides at the organization’s head. The employees of that particular organization must communicate with the admin through this mailing system only.

As the database resides at the organizational head, he/she can check the database and the activities performed by the employees, and whenever an employee leaves the organization, the admin can know the information and the transactions done by him.

To learn more about this project, please visit the Secured Mail System .

21. Facial Expression Recognition System

We recently discovered a robot called SEER, which can copy your facial expressions in real-time. This is called the “ Simulative Emotional Expression System ,” and many companies making robots are trying to do the same thing.

It’s important because it blurs the line between humans and machines, especially for robots that are supposed to be companions for people. However, SEER’s technology can cost a lot of money.

We created a basic, low-cost, and open-source version of this technology so that new engineers in robotics can use it and make their own system.

Step-by-step guide to make this DIY project is available at Open-Source Facial Expression Recognition System .

22. Automatic Certificate Generation Using Python

This project is a complete online project and hence can be used with any configuration system, irrespective of operating system and hardware.

The project is completely scalable and can be used to generate any number of certificates, any number of times. For intermediate to expert Python coders, the project offers a steep learning curve in the form of Python packages and their utilisation.

Simple modifications to code can generate data analysis reports. Interested hobbyists can elaborate the code to create a website for this project using Python code deployment methods.

You can find this project here Automatic Certificate Generation Using Python .

This is the never-ending list!

New computer science project ideas always keep coming up, some from you, some from us, and it may help most of the engineering students.

If you have any Computer Science Projects Ideas, we would welcome them in the comment section below. You can share your complete CSE software projects with technical documentation and programs.

Also, some cool DIY Electronics Engineering Projects might be eye-catching for you.

This is very helpful topic as per the interview prospects.

• Electrical Projects Ideas
• Robotics Projects Ideas
• ECE Projects Ideas

This article was first published on 29th April 2017 and was recently updated in June 2024.

• Computer Engineering
• software projects

27 COMMENTS

Links to secure mail system and revenue recovery system appear to be dead. Kindly fix the links.

Thank you, we will update the article as soon as possible.

You are most welcome.

Is there any code for emotion based music player. If yes please provide me.

if you found or made it kindly send me too UMAIR AMJAD

Kindly elaborate your issue with the projects.

Give me some idea for Automatic time table generation technique

Which project will be best for beginners who know only C properly and a little bit PYTHON?????

Bar-code image generation library,

Hello there, this title above the link has damaged could you please help me for this?

Thank You John, the article is updated now.

all above project titles are so very good please try to send me the title:medical information system with full documentation and implementation on my Email

all tittle project grate information, thank you

i need codes of emotion music system . please update asap.

I need codes of emotion music system. Please send me as soon as.

Hi Salama, this project is published on another website. You can check the reference website for all the details.

Sir, can you give me some more project ideas which are unique and not very common.

Please check this page: https://www.electronicsforu.com/category/electronics-projects/software-projects-ideas

Hello am James , please may you help me with a IoT Project title

Kindly elaborate your query.

Am in need with any project title but it must be of IoT internet of things

Hi James, you can get top IoT project ideas here .

Any software engineering ideas for a master’s project please?

Pls share some of web security project titles.

Pl refer following links: https://www.electronicsforu.com/technology-trends/part-2-2-ensure-e-mail-security and https://www.electronicsforu.com/electronics-projects/software-projects-ideas/home-automation-and-security-using-iot-devices

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15 Easy Mini Projects for Computer Science Students In Their First Year

Stuck on what project to do next? Check out this list of 15 easy mini projects for computer science students in their first year with general tips on how to implement each one. Each project is rated for difficulty level and approximate time needed to complete it. So take a look and see if anything interests you!

Table of Contents

Why should I do a mini project?

First, mini projects for computer science students are a great way to practice your programming skills . By working on a mini project, you can pick up new techniques and learn how to use different tools in a quick sprint. Doing one or more mini projects will make you a more well-rounded programmer and better prepared for the workforce.

Why a mini project instead of a more complex project?

By working on a small, self-contained project, you can focus on one specific task or goal, without being overwhelmed by a large and complex code base. Additionally, mini projects can be completed in a shorter time frame than a larger project, which can be helpful if you are short on time and are trying to complete a project in-between your first year college assignments.

What programming language should I use for my mini project?

15 simple mini projects for first year computer science students, 1. calculator.

This project is perfect for students who are interested in building user interfaces. You’ll need to design a simple calculator application using HTML, CSS, and JavaScript .

2. Budget Tracker

3. basic web page, 4. alarm clock.

Have trouble waking up in the morning? Try making your own alarm clock! A tip for you to get started is to look into using the time and date functions in your chosen programming language.

5. A Game Using Java Graphics

6. analysis of data set using python pandas library.

Airbnb data set: This data set contains information on Airbnb listings in various cities around the world. Use pandas to calculate statistics such as average price and average number of reviews. You could also use the data to predict which city will be the most popular Airbnb destination in the future.

7. Create a basic CRUD application

For example, you could create a to-do list application or a contact list manager. This project is perfect for those who are just getting started with databases and web development.

9. Weather App

This project is perfect for students who are interested in working with APIs. You’ll need to use an API to fetch data about the current weather in your area, then display it in a user-friendly manner.

10. Social Media Application

11. news aggregator, 12. create a recipe finder.

This is another perfect project for students who are interested in working with APIs. You’ll use an API to fetch data about recipes, then display it in a user-friendly manner.

13. Create a machine learning model

14. implement an algorithm.

Web scraping is a technique for extracting data from websites. In this project, you’ll create a scraper that can collect data from a website and save it to a file.

I am done with a mini project. What should I do next?

As you can see, there are plenty of available mini projects for computer science students at all levels of experience. So whatever you’re interested in, there‘s sure to be something here that piques your curiosity!

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Projects in Computer Science

All projects in computer science, 2d arrays: image manipulation project, a basic calculator, a complete database, a simple car loan payment calculator, a sorted tale, adopt a pet, aisha's greetings, animal sanctuary, architect arithmetic.

75+ Remarkable Computer Science Projects for High School

• Post author By admin
• October 17, 2023

Unlock creativity and innovation with computer science projects for high school. Explore a world of coding, design, and tech solutions to spark your passion

Hey, high school superstars! Ever wondered how your favorite apps work their magic, or how robots pull off their tricks? Well, that’s the enchanting world of computer science, and the best part is you don’t need to be a tech genius to get started.

High school is your golden ticket to explore the incredible universe of computer science with some seriously cool projects.

We’re talking about creating your own games, giving life to robots, or even crafting your own websites – it’s like stepping into a tech wonderland!

In this guide, we’re going to keep things breezy and exciting. No confusing tech-talk here, just pure, exhilarating learning.

So, gear up to dive into the realm of computer science projects designed just for high schoolers, where the journey is an absolute blast!

Table of Contents

The Importance of Computer Science Projects

Computer science projects are kind of a big deal, and here’s why in simple terms:

Skills Galore

They help you learn cool stuff like coding, problem-solving, and creativity. These skills aren’t just for computer geeks; they’re handy in lots of jobs.

Real-Life Stuff

You’re not stuck in theory-land. You get to make real things, like apps or solutions for real-world problems. It’s like having a superpower to fix things with tech.

Get Creative

Projects let your imagination run wild. You can invent new things, dream up solutions, and basically be a tech wizard.

Career Boost

Tech skills are like a golden ticket. Companies love people who can code and solve tech problems, so jobs in tech become your oyster.

You get really good at problem-solving. Big problems, small problems, life problems – you learn how to break them down and solve ’em.

Team Player

Many projects are team efforts, so you learn to work with others. It’s a bit like practice for the real world where teamwork rules.

You become a tech ninja. You understand gadgets, gizmos, and online stuff better, which makes life easier and safer.

Future Ready

The future is all about tech. So, computer science projects prep you to rock in a world that’s getting more digital every day.

Global Friends

You can join forces with tech-loving pals from all over the world. It’s like being part of a global club where everyone speaks the same tech language.

Feel Awesome

Lastly, you feel amazing when you create stuff. It boosts your confidence, and you get hooked on learning and making cool things.

In a nutshell, computer science projects aren’t just about tech; they’re about getting you ready for the tech-filled future, making you a pro at solving problems, and sparking a love for learning.

They’re the key to unlocking loads of exciting opportunities!

Computer Science Projects for High School

Check out some of the best computer science projects for high school:-

Programming and Software Development

• Create a weather app that provides real-time weather updates.
• Develop a simple e-commerce website for a fictional store.
• Build a budgeting application that tracks expenses and income.
• Design a social media platform with user profiles and posts.
• Create a digital calculator with advanced functions.
• Program a virtual piano or music composition tool.
• Build a basic content management system (CMS) for a blog.
• Develop a game leaderboard system with user registration.
• Design a code editor for a specific programming language.
• Create a time management application with task scheduling.

Robotics and Hardware

• Construct a robot that can pick and place objects.
• Build a self-balancing robot or Segway-like device.
• Create a robot that can draw or paint images.
• Design an automated plant watering system.
• Build a solar-powered mobile robot.
• Develop a voice-controlled home assistant with Raspberry Pi.
• Design a robot that can perform simple household tasks.
• Build a line-following robot with multiple sensors.
• Create a robot with facial recognition capabilities.
• Construct a drone with a camera for aerial photography.

Data Science and Analysis

• Analyze and visualize data from a specific social media platform.
• Create a recommendation system for a movie or book library.
• Study the impact of a local environmental issue through data analysis.
• Explore data from a health-related survey and draw conclusions.
• Analyze financial data to predict stock market trends.
• Create an interactive COVID-19 dashboard with data from different sources.
• Analyze user behavior on a website or app using Google Analytics.
• Study the relationship between weather data and energy consumption.
• Explore and visualize demographic trends in your region.
• Analyze and predict traffic patterns in your city.

Artificial Intelligence and Machine Learning

• Develop a website chatbot that can answer questions and engage in conversation.
• Create a recommendation system for personalized music playlists.
• Train a machine learning model to classify images of animals.
• Build a virtual tutor that helps with math or language learning.
• Develop a sentiment analysis tool for product reviews.
• Create a speech recognition system for a specific task or command.
• Experiment with a generative adversarial network (GAN) to generate art.
• Implement a machine learning model to predict housing prices.
• Train a model to detect objects in real-time using a webcam.
• Create a language translation tool with machine learning.

Game Development

• Develop a 2D role-playing game (RPG) with multiple characters and quests.
• Create a physics-based game like Angry Birds.
• Build a tower defense game with various levels and enemy types.
• Design a first-person shooter (FPS) game with 3D graphics.
• Develop a multiplayer online game with user registration and scoring.
• Create a puzzle game with intricate level design.
• Design a strategy game with resource management elements.
• Develop a virtual reality (VR) game using platforms like Unity or Unreal Engine.
• Build a game inspired by a classic board game.
• Create an educational game for a specific subject or concept.

Cybersecurity and Network Projects

Set up a home network with multiple devices and secure it against common threats.

• Create a password manager with strong encryption and secure storage.
• Develop a network intrusion detection system (NIDS) for monitoring network traffic.
• Investigate and simulate common cyberattacks like phishing or DDoS attacks.
• Build a secure file transfer system with end-to-end encryption.
• Implement a basic firewall with customizable rules.
• Create a secure messaging application with end-to-end encryption.
• Study ethical hacking by identifying and fixing vulnerabilities in a web application.
• Design a network traffic analysis tool for identifying suspicious activity.
• Develop a secure login system with multi-factor authentication.

Web Development and Design

• Build an e-commerce website with user accounts and payment processing.
• Create an online job board platform for job seekers and employers.
• Design a personal blog with a content management system (CMS).
• Develop a forum or community website for discussions and sharing.
• Build a collaborative project management tool for teams .
• Create a real estate listings website with advanced search and filtering.
• Design a recipe-sharing platform with user-contributed recipes.
• Develop an online education platform with courses and quizzes.
• Build a news aggregator website that collects news from various sources.
• Design a booking and reservation system for a local business.

These project ideas span a wide range of categories and complexity levels, allowing high school students to explore their interests and develop valuable computer science and problem-solving skills.

How to do Computer Science Projects for High School?

Creating a computer science project in high school is a fantastic adventure, and I’ll break it down into easy steps:

Find Your Passion

Start by thinking about what gets you buzzing in the world of computer science. Is it making apps, web design, games, or perhaps diving into data? Your project should reflect your interests and talents.

Define Your Mission

What’s the big idea? Define your project’s purpose – the problem you’re solving or the goal you’re chasing. Having a clear mission keeps you on track.

Break It Down

Divide your project into smaller, manageable tasks. Set milestones for each task to keep you moving forward.

Knowledge is Power

Depending on your project, you might need to learn new stuff. Whether it’s coding languages , software, or design principles, there are tons of resources online to help you level up.

Plan Like a Pro

Craft a detailed project plan. Outline your timeline, set deadlines for milestones, and budget your time and resources.

Gather Your Arsenal

Get all the tools you need – from software to hardware. Make sure your work environment is ready to roll.

Get Your Hands Dirty

Now comes the fun part – start coding, designing, or building. Stick to your plan and don’t hesitate to ask for help if you hit a roadblock.

Test, Test, Test

Make sure your project works like a charm. Hunt down bugs and fix them to ensure everything runs smoothly.

Document Your Journey

Write down what you did, why you did it, and how it all works. Good documentation is like a treasure map for anyone checking out your project.

Show and Tell

Depending on your school’s rules, you might need to present your project. This is your chance to shine and explain what you’ve created.

Share the Love

After the school stuff is over, consider sharing your project online. Platforms like GitHub are awesome for showcasing your skills to potential colleges or future employers.

Reflect and Grow

Take a moment to think about what you’ve learned and how you can improve. Every project is a lesson in disguise.

Seek Feedback

Don’t be shy about showing your project to teachers, mentors, or friends. Their feedback can be a game-changer.

Remember, the journey of creating a high school computer science project is a bit like an epic quest. It’s about learning, growing, and having a blast along the way. So, explore those ideas, push your limits, and celebrate your wins!

What is the best project for computer science?

Picking the right computer science project is like finding a great recipe – it should be just the right mix of exciting, doable, and impactful.

Think of your skills, past experiences, and what you’ve got on hand when choosing your project. Oh, and don’t forget to make sure it’s something you can wrap up without needing a time machine.

Here are some tasty project ideas to get your creative juices flowing:

Cook Up a Website or Web App

Building a website or web app is like baking a digital cake. You’ll get a taste of HTML, CSS, JavaScript, and maybe some Python or PHP. Whip one up for yourself, a buddy, or even a local business.

Serve a Mobile App

Apps are all the rage, and making one is like becoming a tech chef. You can cook up an Android app, an iOS app, or maybe even both. Who doesn’t love a good app, right?

Create a Game

It’s like playing with your food but better! Game development can be as easy as flipping pancakes or as challenging as gourmet cooking. Try your hand at simple 2D games or go all-in with 3D masterpieces.

Join an Open Source Potluck

Open source projects are like community cookouts for techies. You can bring your own dish (code) and learn from others. Platforms like GitHub have a feast of projects to choose from.

Build a Robot Dish

Cooking up a robot project is like a tech adventure in your kitchen. Start with a simple one, like a robot that follows lines, or go wild with a humanoid robot or even a car that drives itself.

Remember, the secret sauce is to choose a project that gets you excited, matches your skills, and, most importantly, leaves you with a satisfying tech feast.

What is the hottest topic in computer science?

Computer science is always buzzing with exciting developments. Here are some of the coolest areas right now:

Artificial Intelligence (AI)

Think self-driving cars and medical breakthroughs. AI is all about teaching machines to think like humans.

Machine Learning (ML)

This is AI’s sidekick. It helps computers learn on their own, like spotting fraud, suggesting what to buy, and diagnosing diseases.

Natural Language Processing (NLP)

Ever talked to a chatbot? That’s NLP at work. It helps computers understand and talk like us.

Computer Vision (CV)

Want your computer to recognize faces or objects in photos? That’s CV making it happen.

Quantum Computing

This one’s a bit like sci-fi. Quantum computers can tackle problems too tricky for regular computers, with big potential in medicine, materials, and finance.

Edge Computing

Imagine speeding up stuff like real-time data analysis and augmented reality by moving computing closer to the action.

Beyond cryptocurrencies, blockchain helps create super-secure and transparent systems for things like tracking products and conducting elections.

Cybersecurity

With more of our world online, we need heroes protecting our systems and data from cyber baddies.

Data Science

Data scientists are like data detectives. They dive into information to uncover insights, whether it’s for healthcare, finance, or marketing.

These areas are just the tip of the computer science iceberg. The field keeps evolving, so there’s always something new and exciting to explore.

If you’re into computer science or thinking of diving in, staying updated on the latest trends is a smart move.

What is computer science senior project?

Imagine a computer science senior project as the ultimate showdown, the big finale, the “mic drop” moment for computer science students in their senior year. It’s their time to shine and prove they’ve got what it takes in the world of tech.

These projects aren’t your run-of-the-mill homework assignments; they’re more like a choose-your-own-adventure, tailored to each student’s interests and program requirements.

Here’s what some students might dive into:

• They might become software wizards and conjure up a totally new app that could change lives.
• Or they could venture into the mysterious world of machine learning, crafting a mind-bending model.
• For the research buffs, it’s like becoming the Sherlock Holmes of computer science.
• Some might join the tech revolution, contributing their genius to open-source projects.
• And then there are those on a quest to save the world (or just make it run smoother) with their very own computer science superhero solution.

Senior projects can be like climbing a mountain with no ropes, but they’re also like striking gold at the end. Students get to play with the latest tech toys, getting hands-on experience and leaving a mark on the tech universe. It’s their chance to be the rock stars of the coding world! 

Let’s sum it up: high school computer science projects are like a backstage pass to the digital world. They’re your golden ticket to explore, experiment, and let your tech wizardry run wild.

Whether you’re cooking up games, creating software, or embarking on a tech adventure, these projects are where the action happens.

But they’re not just about the techy stuff. Think of them as a superhero training ground for problem-solving and a turbo boost for your curiosity.

Beyond getting you ready for future jobs, these projects are your secret weapon for making real change happen.

So, if your dream is to whip up the next big app, solve tech mysteries, or shape the future, high school computer science projects are your canvas.

You get to unleash your creativity, tackle challenges head-on, and, most importantly, have a blast doing it. In the world of computer science, your imagination is the compass, and the future is your playground. 

Frequently Asked Questions

Are these projects suitable for beginners.

Yes, many of these projects are beginner-friendly, and they come with detailed instructions to help students get started.

What programming languages are commonly used in these projects?

Python is a popular choice for many projects, but students can also explore HTML, CSS, Scratch, and more.

How can I choose the right project for me?

Consider your interests and existing knowledge. Choose a project that excites you and aligns with your skills.

Do I need special equipment for hardware projects?

While some projects may require specific hardware like Raspberry Pi, many can be done with basic materials.

How can I seek help or guidance if I get stuck during a project?

You can reach out to online forums, programming communities, or ask your teachers for assistance.

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31+ Computer Graphics Projects with Free Source Code and Report

• October 3, 2021
• Computer Graphics Mini Projects

29 Comments

Computer Graphics Mini Projects Download 30+Computer Graphics mini projects source code.

Source Code: Download

Project Report: Download

CS based project

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Project 2025 with Orion Rummler

Bryan and reporter Orion Rummler break down what Project 2025 has in store for the LGBTQ community

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Episode Notes

This week Bryan sits down with reporter Orion Rummler to break down Project 2025, conservative 920-page policy blueprint for a second Trump term. Orion’s article ‘ What is Project 2025? Here’s the Heritage Foundation’s vision for a second Trump term ’ looks at the widespread impact of these ideas for women, LGBTQ+ rights, families, education and the workforce. In this episode, we focus on the impact on LGBTQ rights and the danger of turning transness from a state of being to an ‘ideology’.

About the Show

Outward, Slate's queer podcast, is a whip-smart monthly salon in which hosts and guests deepen the audience’s understanding of queer culture and politics, delight them with unexpected perspectives, and invite listeners into a colorful conversation about the issues animating LGBTQ communities.

Bryan Lowder  is a Slate associate editor and co-host of the  Outward LGBTQ podcast . He covers human interest, culture, and queer issues.

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Call for High School Projects

Machine learning for social impact .

The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024) is an interdisciplinary conference that brings together researchers in machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields. 

This year, we invite high school students to submit research papers on the topic of machine learning for social impact.  A subset of finalists will be selected to present their projects virtually and will have their work spotlighted on the NeurIPS homepage.  In addition, the leading authors of up to five winning projects will be invited to attend an award ceremony at NeurIPS 2024 in Vancouver.  

Each submission must describe independent work wholly performed by the high school student authors.  We expect each submission to highlight either demonstrated positive social impact or the potential for positive social impact using machine learning. Application areas may include but are not limited to the following:

• Agriculture
• Climate change
• Homelessness
• Food security
• Mental health
• Water quality

Authors will be asked to confirm that their submissions accord with the NeurIPS code of conduct and the NeurIPS code of ethics .

Submission deadline: All submissions must be made by June 27th, 4pm EDT. The system will close after this time, and no further submissions will be possible.

We are using OpenReview to manage submissions. Papers should be submitted here . When registering for a new OpenReview profile, you can type in the name of your high school as the institution and “high school student” as the role. Submission will open June 1st.  Submissions under review will be visible only to their assigned program committee. We will not be soliciting comments from the general public during the reviewing process. Anyone who plans to submit a paper as an author or a co-author will need to create (or update) their OpenReview profile by the full paper submission deadline. 

Formatting instructions:   All submissions must be in PDF format. Submissions are limited to four content pages , including all figures and tables; additional pages containing only references are allowed. You must format your submission using the NeurIPS 2024 HighSchool style file using the “preprint” option for non-anonymous submission. The maximum file size for submissions is 50MB. Submissions that violate the NeurIPS style (e.g., by decreasing margins or font sizes) or page limits may be rejected without further review.  Papers may be rejected without consideration of their merits if they fail to meet the submission requirements, as described in this document. 

Mentorship and collaboration:  The submitted research can be a component of a larger research endeavor involving external collaborators, but the submission should describe only the authors’ contributions.  The authors can also have external mentors but must disclose the nature of the mentorship.  At the time of submission, the authors will be asked to describe the involvement of any mentors or external collaborators and to distinguish mentor and collaborator contributions from those of the authors.  In addition, the authors may (optionally) include an acknowledgements section acknowledging the contributions of others following the content sections of the submission. The acknowledgements section will not count toward the submission page limit.

Proof of high school attendance: Submitting authors will also be asked to upload a signed letter, on school letterhead, from each author’s high school confirming that the author was enrolled in high school during the 2023-2024 academic year.

Supplementary artifacts:   In their four content pages, authors may link  to supplementary artifacts including videos, working demonstrations, digital posters, websites, or source code.  For source code, this can be done by, for example, uploading the code to a free  https://github.com/  repository and then including a hyperlink to that repository in the submitted paper. Data files that are not too large can also be uploaded to a GitHub repository, and larger files can be uploaded to a free research data repository like  https://dataverse.harvard.edu/ . Please do not link to additional text. All such supplementary material should be wholly created by the authors and should directly support the submission content. 

Review process:   Each submission will be reviewed by anonymous referees. The authors, however, should not be anonymous. No written feedback will be provided to the authors.  

Finalist notifications will be sent to authors on  September 25 .

Use of Large Language Models (LLMs): We welcome authors to use any tool that is suitable for preparing high-quality papers and research. However, we ask authors to keep in mind two important criteria. First, we expect papers to fully describe their methodology.  Any tool that is important to that methodology, including the use of LLMs, should be described also. For example, authors should mention tools (including LLMs) that were used for data processing or filtering, visualization, facilitating or running experiments, or proving theorems. It may also be advisable to describe the use of LLMs in implementing the method (if this corresponds to an important, original, or non-standard component of the approach). Second, authors are responsible for the entire content of the paper, including all text and figures, so while authors are welcome to use any tool they wish for writing the paper, they must ensure that all text is correct and original.

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Project 2025 winding down policy work following criticism from Trump

The Heritage Foundation official leading Project 2025 is stepping down and the group is winding down its policy work following sustained criticism by former President Donald Trump and his campaign.

Trump’s campaign said in a statement Tuesday that the announcement should put on notice others trying to link themselves to Trump and that it “welcomed” reports of the group’s “demise.”

“Reports of Project 2025’s demise would be greatly welcomed and should serve as notice to anyone or any group trying to misrepresent their influence with President Trump and his campaign — it will not end well for you,” co-campaign managers Chris LaCivita and Susie Wiles said.

Project 2025 is a collaboration of more than 100 conservative groups launched by the Heritage Foundation. Many of those groups are staffed by former Trump administration officials. Its work has provided fodder for Democrats targeting Trump, drawing from the group’s book of policy proposals aimed at informing a future GOP administration. The effort also includes a personnel database aimed at staffing a future White House team.

Democrats have used Project 2025’s 900-plus-page book to raise the alarm about what a future Trump administration could set out to accomplish. The group’s director, Paul Dans, was a senior Trump official at the Office of Personnel Management. Other advisers with the group include former Trump administration personnel official John McEntee.

Vice President Kamala Harris’ campaign said in response to the announcement that Trump is misguided if he thinks he can distance himself from Project 2025 and the policies it said the group promises to “inflict” on the country if he takes office.

“Project 2025 is on the ballot because Donald Trump is on the ballot. This is his agenda, written by his allies, for Donald Trump to inflict on our country,” said Julie Chavez Rodriguez, Harris’ campaign manager. “Hiding the 920-page blueprint from the American people doesn’t make it less real — in fact, it should make voters more concerned about what else Trump and his allies are hiding.”

Russ Vought, who was a top aide to Trump in his first term and now leads the Center for Renewing America, a key adviser to Project 2025 , is the Republican National Committee’s platform policy director. Stephen Miller, a former Trump White House adviser who now runs America First Legal, has also been closely involved .

Miller insisted otherwise Tuesday. "I have never been involved with Project 2025 in any way whatsoever. Period," he said in a statement.

In remarks, Trump has come out against the policies as crafted by “some on the right — severe right,” describing other policies as “absolutely ridiculous and abysmal.” Wiles and LaCivita have also been critical in statements.

“It’s been an ongoing battle for over a year,” a senior official with the Trump campaign told NBC News. The source said Trump has been outspoken about efforts to distance himself from the group and called it “a grifting operation.”

“They are grifters, 100% grifters,” the person said. “It’s a grifting operation.”

Project 2025 itself is not shutting down, according to a source familiar with the matter.

Heritage Foundation President Kevin Roberts said in a statement that under Dans, Project 2025 “has completed exactly what it set out to do: bringing together over 110 leading conservative organizations to create a unified conservative vision, motivated to devolve power from the unelected administrative state, and returning it to the people. This tool was built for any future administration to use.”

“Our collective efforts to build a personnel apparatus for policymakers of all levels—federal, state, and local—will continue,” said Roberts.

Katherine Doyle is a White House reporter for NBC News.

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• 10 Best Front-End Development Courses [2024]
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Back-End Development

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Full Stack Development Stacks

This Web Development Projects article provides you with an overview of different web development projects with Source Code and ideas, categorized by different types of web technologies.

Whether you’re a beginner or an experienced web developer, you’re sure to find a project that provides you to learn new skills. this article covers top web development projects with Source Code and web development project ideas , Whether you’re a final-year student aiming for a standout resume or someone building a career, these Web development projects provide hands-on experience, launching you into the exciting world of Web Development. by making these projects you will be able to master all the skills required to master web development.

Table of Content

What is Web Development?

Top web development projects, web development project ideas in 2024.

Web development refers to the building of websites and web applications. It covers a wide range of tasks, from creating simple static pages to complex web applications like social networking services. Some of the common languages used in web development are HTML , CSS , and JavaScript .

In simpler terms, web development is all about creating websites and web applications . This can include anything from designing the layout of a website to writing the code that makes it work. Web developers use a variety of programming languages and tools to create websites, and the specific skills required will vary depending on the type of website or application being developed.

Types of Web Developement

• Front-end Development
• Back-end Development
• Full-Stack Development

Web Development Project for Beginners in 2024 [Source Code]

Let’s look at some of the best new Web projects for beginners in this section and each project deals with a different set of issues, including HTML and CSS. Beginners will be better prepared to tackle more challenging tasks by the time they have finished reading this article and have a better understanding of the fundamentals of Web Developement.

HTML & CSS Projects

• Event Webpage
• Parallax Webpage
• Technical Documentatio Webpage
• Facebook Home Page
• Online Food Delivery Page
• Circular Progress Bar
• Google Search Bar
• Animation Loading Bar
• Neumorphism Login Form

Web Development Project for Intermediate in 2024 [Source Code]

Let’s look at some of the best new Web projects for Intermediate in this section and each project deals with a different set of issues, including HTML, CSS and JavaScript. Intermediate will be better prepared to tackle more challenging tasks by the time they have finished reading this article and have a better understanding of the fundamentals of Web Developement in the Intermediate level.

HTML, CSS & JavaScript Projects

• Responsive Sliding Login and Registration Forms
• Student Grade Calculator
• Slide Down a Navigation Bar on Scroll
• Design a BMI Calculator
• Task Tracker Project
• Detect Internet Speed Test
• Tip Calculator
• Analog Clock
• Pay Role Management Webpage
• Mousemove Parallax Effects
• Text to Speech Converter
• Create a Portfolio Website
• AI Image Generator Website

Web Development Project for Advanced in 2024 [Source Code]

Let’s look at some of the best new Web projects for Advanced in this section and each project deals with a different set of issues, including HTML, CSS and JavaScript. Advanced developers will be better prepared to tackle more challenging tasks by the time they have finished reading this article and have a better understanding of the fundamentals of Web Developement in the Intermediate level.

AngularJS Projects

• Simple Web-app
• Progressive web-app
• Single page rounting app
• Multi-select dropdown

React.js Projects

• Design a Calculator
• Dice Rolling App
• Coin Flipping App
• Rock Paper Scissor Game

Node.js Projects

• Single File Upload with Multer
• QR Code Generator Service
• Chat App using socket.io
• Library Management System
• User Management System

PHP Projects

• Admin Login Page
• Signup Form using PHP and MySQL
• Group Chat Application
• PHP Image Resizer
• PDF Downloader

Web development has become an essential tool in almost every aspect of our lives, impacting various sectors and individuals in diverse ways. Here are some examples of how web development is used:

• E-commerce:  Building online stores for selling products and services directly to customers.
• Marketing and communication:  Creating websites and landing pages to showcase brands, products, and services, and reach target audiences.
• Internal tools and applications:  Developing custom software for managing operations, data, and workflows.
• Customer service:  Implementing chatbots, knowledge bases, and other interactive features for better customer support.

Individuals

• Personal branding and portfolios:  Creating online presences to showcase skills, experiences, and work.
• Blogging and content creation:  Building websites and platforms for sharing ideas, stories, and knowledge.
• Communication and collaboration:  Utilizing online tools for communication, project management, and social interaction.
• E-learning and education:  Accessing online courses, resources, and platforms for learning and development.

Government and Public Services

• Providing information and services to citizens:  Building websites and applications for accessing government information, applying for services, and interacting with authorities.
• E-governance and transparency:  Promoting open data and facilitating online participation in government processes.
• Public education and healthcare:  Developing online platforms for accessing educational resources and healthcare information.

Entertainment and Media

• Streaming services:  Creating platforms for watching movies, TV shows, and other entertainment content online.
• Social media platforms:  Building networks for online interaction, sharing content, and connecting with communities.
• Online gaming:  Developing and deploying web-based games for various platforms and devices.

Science and Research

• Data analysis and visualization:  Building web applications for analyzing and presenting complex scientific data.
• Collaborative research platforms:  Developing online tools for researchers to share data, results, and collaborate on projects.
• Educational resources and tools:  Creating online platforms for sharing scientific knowledge and resources with the public.

This post will contain all the popular Web development projects from creating a login form to creating an actual interactive application. All the projects are in order, from beginner to advanced level in each category. The article on each list has individual posts that will guide you from start to end.

Web Development ranges from developing a single static page to complex web applications, social network services, etc. To start with web development first you need to know about frontend, which is generally handled by HTML , CSS , and JavaScript . Going forward for advanced developments you have to learn about DBMS to handle database-related work, modern frameworks, and other backend services. Having only theoretical knowledge of various web technologies won’t take you anywhere unless you practice and get some hands-on experience. Making projects are the main sources that help you to connect with the real world and tackle the problems of the environment.

So, here in this article, we are providing you with some project ideas ranging from beginner’s level to advanced level to help you in this journey of learning web development.

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Vance’s Links to the Project 2025 Leader Complicate Trump’s Attempts at Distance

Donald Trump disavowed the set of conservative plans after it became a popular target for Democrats, but his running mate, JD Vance, wrote a foreword for a forthcoming book by its principal architect.

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By Charles Homans

Even as Donald J. Trump is trying to distance himself from the Heritage Foundation-led Project 2025, his running mate’s contribution to a new book by the project’s principal architect is complicating his efforts.

“ Dawn’s Early Light ,” a forthcoming book by the Heritage Foundation’s president, Kevin D. Roberts , calling for a “second American Revolution,” features a foreword by Senator JD Vance, the Ohio Republican whom Mr. Trump tapped as his running mate in July.

“In the fights that lay ahead, these ideas are an essential weapon,” Mr. Vance writes in his introduction, which was obtained and published online by The New Republic on Tuesday. The book is set for publication in September.

Mr. Vance announced in June that he had written the foreword for Mr. Roberts, whose think tank became an influential bastion of conservative policymaking during Ronald Reagan’s presidency and enjoyed exceptional influence during Mr. Trump’s time in office, providing a staffing pipeline for his administration.

But Mr. Vance’s endorsement of the book became more politically fraught after Mr. Trump publicly disavowed Project 2025, a set of sweeping policy proposals for a hoped-for Republican presidency that the think tank began preparing more than two years ago under Mr. Roberts’s direction. The project, which has been billed by Heritage as an attack on the “deep state” and proposes disbanding multiple federal agencies, excluding abortion from health care and ending an array of climate change programs, has become a popular target for Democrats.

Will Martin, a spokesman for Mr. Vance, wrote in an email Wednesday that “the foreword has nothing to do with Project 2025.” Mr. Vance “has plenty of disagreements with what they’re calling for,” Mr. Martin wrote, adding: “Only President Trump will set the policy agenda for the next administration.”

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What Project 2025 Means for Big Tech … and Everyone Else

Anyone who has spent even 15 minutes on TikTok over the past two months will have stumbled across more than one creator talking about Project 2025, a nearly thousand-page policy blueprint from the Heritage Foundation that outlines a radical overhaul of the government under a second Trump administration. Some of the plan’s most alarming elements—including severely restricting abortion and rolling back the rights of LGBTQ+ people —have already become major talking points in the presidential race.

But according to a new analysis from the Technology Oversight Project, Project 2025 includes hefty handouts and deregulation for big business, and the tech industry is no exception. The plan would roll back environmental regulation to the benefit of the AI and crypto industries, quash labor rights, and scrap whole regulatory agencies, handing a massive win to big companies and billionaires—including many of Trump’s own supporters in tech and Silicon Valley.

“Their desire to eliminate whole agencies that are the enforcers of antitrust, of consumer protection is a huge, huge gift to the tech industry in general,” says Sacha Haworth, executive director at the Tech Oversight Project.

One of the most drastic proposals in Project 2025 suggests abolishing the Federal Reserve altogether, which would allow banks to back their money using cryptocurrencies, if they so choose. And though some conservatives have railed against the dominance of Big Tech, Project 2025 also suggests that a second Trump administration could abolish the Federal Trade Commission (FTC), which currently has the power to enforce antitrust laws.

Project 2025 would also drastically shrink the role of the National Labor Relations Board, the independent agency that protects employees’ ability to organize and enforces fair labor practices. This could have a major knock on effect for tech companies: In January, Musk’s SpaceX filed a lawsuit in a Texas federal court claiming that the National Labor Relations Board (NLRB) was unconstitutional after the agency said the company had illegally fired eight employees who sent a letter to the company’s board saying that Musk was a “distraction and embarrassment.” Last week, a Texas judge ruled that the structure of the NLRB—which includes a director that can’t be fired by the president—was unconstitutional, and experts believe the case may wind its way to the Supreme Court.

This proposal from Project 2025 could help quash the nascent unionization efforts within the tech sector, says Darrell West, a senior fellow at the Brookings Institution’s Center for Technology Innovation. “Tech, of course, relies a lot on independent contractors,” says West. “They have a lot of jobs that don't offer benefits. It's really an important part of the tech sector. And this document seems to reward those types of business.”

For emerging technologies like AI and crypto, a rollback in environmental regulations proposed by Project 2025 would mean that companies would not be accountable for the massive energy and environmental costs associated with bitcoin mining and running and cooling the data centers that make AI possible. “The tech industry can then backtrack on emission pledges, especially given that they are all in on developing AI technology,” says Haworth.

The Republican Party’s official platform for the 2024 elections is even more explicit, promising to roll back the Biden administration’s early efforts to ensure AI safety and “defend the right to mine Bitcoin.”

All of these changes would conveniently benefit some of Trump’s most vocal and important backers in Silicon Valley. Trump’s running mate, Republican senator J.D. Vance of Ohio, has long had connections to the tech industry, particularly through his former employer, billionaire founder of Palantir and longtime Trump backer Peter Thiel. (Thiel’s venture capital firm, Founder’s Fund, invested $200 million in crypto earlier this year.)

Thiel is one of several other Silicon Valley heavyweights who have recently thrown their support behind Trump. In the past month, Elon Musk and David Sacks have both been vocal about backing the former president. Venture capitalists Marc Andreessen and Ben Horowitz, whose firm a16z has invested in several crypto and AI startups, have also said they will be donating to the Trump campaign.

“They see this as their chance to prevent future regulation,” says Haworth. “They are buying the ability to avoid oversight.”

Reporting from Bloomberg found that sections of Project 2025 were written by people who have worked or lobbied for companies like Meta, Amazon, and undisclosed bitcoin companies. Both Trump and independent candidate Robert F. Kennedy Jr. have courted donors in the crypto space, and in May, the Trump campaign announced it would accept donations in cryptocurrency .

But Project 2025 wouldn’t necessarily favor all tech companies. In the document, the authors accuse Big Tech companies of attempting “to drive diverse political viewpoints from the digital town square.” The plan supports legislation that would eliminate the immunities granted to social media platforms by Section 230, which protects companies from being legally held responsible for user-generated content on their sites, and pushes for “anti-discrimination” policies that “prohibit discrimination against core political viewpoints.”

It would also seek to impose transparency rules on social platforms, saying that the Federal Communications Commission (FCC) “could require these platforms to provide greater specificity regarding their terms of service, and it could hold them accountable by prohibiting actions that are inconsistent with those plain and particular terms.”

And despite Trump’s own promise to bring back TikTok, Project 2025 suggests the administration “ban all Chinese social media apps such as TikTok and WeChat, which pose significant national security risks and expose American consumers to data and identity theft.”

West says the plan is full of contradictions when it comes to its approach to regulation. It’s also, he says, notably soft on industries where tech billionaires and venture capitalists have put a significant amount of money, namely AI and cryptocurrency. “Project 2025 is not just to be a policy statement, but to be a fundraising vehicle,” he says. “So, I think the money angle is important in terms of helping to resolve some of the seemingly inconsistencies in the regulatory approach.”

It remains to be seen how impactful Project 2025 could be on a future Republican administration. On Tuesday, Paul Dans, the director of the Heritage Foundation’s Project 2025, stepped down . Though Trump himself has sought to distance himself from the plan, reporting from the Wall Street Journal indicates that while the project may be lower profile, it’s not going away. Instead, the Heritage Foundation is shifting its focus to making a list of conservative personnel who could be hired into a Republican administration to execute the party’s vision.

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Business | Chicago announces ‘transformational’ quantum…

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Business | Chicago announces ‘transformational’ quantum computer commercial development at fallow South Works site

The project promises to boost Chicago as a leader in the nascent quantum computing field, while revitalizing the city’s Southeast Side, which has struggled economically since U.S. Steel closed its once massive plant more than 30 years ago.

Mayor Brandon Johnson, who met with top PsiQuantum executives several months ago to pitch the site and the city, said it is significant that a revolutionary new industry is set to spring up on grounds that built the material to create Chicago’s skyline during the last century.

“We were the first to shift the economy when steel was being used to grow industry,” Johnson told the Tribune. “Now here we are. I think it’s very fitting that Chicago is upfront and on the cutting edge of what it means to transform our global economy.”

The city and state worked together to lure PsiQuantum as the anchor tenant for a quantum computing park at the South Works site, which will also include a cryogenic cooling plant to be shared with other research partners. The quantum park is being developed by Chicago-based Related Midwest.

Backed by a robust academic ecosystem and hundreds of millions in federal, state and local funding, the advent of a dedicated commercial quantum park may help fulfill the region’s aspiration to become the Silicon Valley of quantum technology, a potentially game-changing advance in computing power.

“We intend to drive innovation on a history-altering scale and provide unprecedented economic opportunity for the people of this great city and state,” Gov. J.B. Pritzker said at a news conference Thursday afternoon from the future home of the Illinois Quantum and Microelectronics Park.

Founded in 2015, PsiQuantum’s stated mission is to “build and deploy the world’s first useful, large-scale quantum computer,” according to the Palo Alto firm’s website. Choosing Chicago as the place to develop it could bring $20 billion in economic impact, thousands of jobs and elevated technological standing to the city over the next decade, Johnson said.

The mayor also hopes it will dispel the reputation that the Johnson administration is not pro-business. Johnson pointed to a “Cut the Tape” initiative and a $1.25 billion bond passed by the City Council in April to fund economic development and affordable housing as catalysts for bringing PsiQuantum to Chicago.

“This is a clear signal to corporations around the world that development and the opportunity to grow is wide open,” Johnson said.

Pritzker also played a major role in attracting PsiQuantum to make Illinois its home, employing $500 million in the state’s 2025 budget for the development of the quantum park. That total includes $200 million for the buildout of the shared cryogenic cooling plant.

In addition, the state offered PsiQuantum $200 million in incentives for a minimum $1 billion investment and the creation of at least 150 jobs.

An emerging field, quantum technology operates at the subatomic level, building devices that detect, harness and leverage the tiniest particles to make potentially enormous advances in a wide range of applications. The University of Chicago has been at the forefront of the technology, helping the region become a leading global hub for quantum development and research.

Last year, the University of Chicago’s computing ambitions took a quantum leap forward with a commitment of $150 million in funding from IBM and Google to build the world’s most powerful computer, in partnership with the University of Tokyo. The project’s goal was to create a computer powered by 100,000 qubits — the basic unit of information in quantum computing. Early quantum computer prototypes are still in the hundreds of qubits.

David Awschalom, a professor of molecular engineering at the U. of C. and director of the Chicago Quantum Exchange, an academic research collaboration headquartered at the university, said Thursday’s announcement will accelerate innovation and further elevate the region into the Silicon Valley of quantum technology.

Founded in 2017, partners in the Chicago Quantum Exchange include the U.S. Department of Energy’s Argonne and Fermi laboratories, the University of Illinois Urbana-Champaign, the University of Wisconsin at Madison, Northwestern University and Purdue University.

“Illinois and this region of the country took the lead in quantum technology,” Awschalom said. “They have the workforce generation in this region and now with this announcement, have dedicated space for companies to set up manufacturing and fabrication facilities, and launch the endeavor here.”

PsiQuantum is in a race to commercialize the technology, and will serve as the anchor for the new Illinois Quantum and Microelectronics Park at the South Works site.

In April, PsiQuantum announced it would build its first utility-scale quantum computer in Brisbane, Australia, a parallel project that remains on track.

“Chicago is a world-class city with everything PsiQuantum was looking for when identifying a location to build our first utility-scale quantum computer in the United States, from top talent and research institutions to global connectivity and a strong infrastructure, and more,” Jeremy O’Brien, PsiQuantum CEO and co-founder, said in a news release Thursday.

Earlier this month, Pritzker announced another inaugural tenant for the site, the Quantum Proving Ground, a testing program in partnership with the Defense Advanced Research Projects Agency, funded by matching $140 million state and federal grants.

Redeveloping the fallow South Works site and revitalizing the Southeast Side has been a priority for decades, but has yet to come to fruition.

The closing of the South Works plant , once the largest employer in Chicago and a major economic engine for the city’s Southeast Side, was a devastating blow to the area. At its peak in the 1940s, 20,000 employees worked at the plant each day. By its closing in April 1992, the plant was down to about 700 workers.

Since then, the 440-acre South Works lakefront site has been vacant and for sale, with several major development projects falling through — despite its designation as a tax increment financing district by the city.

In 2018, Irish developer Emerald Living walked away from its plan to build as many as 20,000 homes on the site. More recently, Chicago rapper Common and a group of real estate developers abandoned plans to convert the site into a movie production campus.

The former U.S. Steel site was remediated for soil contamination and has a green light for redevelopment from regulators. The city nonetheless plans to “work closely” with the Illinois Environmental Protection Agency to address any unforeseen issues that may arise during the buildout of the new quantum computing park.

While ground has yet to be broken, Johnson said breathing new life into the South Works site after more than three decades will be a testament to his administration’s commitment to economic development in the city.

“There have been starts and stops on the Southeast Side of Chicago for a very long time, where people made promises and didn’t keep them, or did not have the political strength or will or strong enough desire to actually carry it out,” Johnson said. “My administration is different. I said from the very beginning that we will invest in people, and that’s just what this does.”

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