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12 Interesting Computer Science Project Ideas & Topics For Beginners

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In this article, you will learn 12 Interesting Computer Science Project Ideas & Topics For Beginners.

Read the full article to know more.

Computer Science Project Ideas

Computer Science skills are a highly sought-after skillset in IT/ITeS and STEM-related job roles. Some of the most coveted Computer Science skills in the modern industry include coding, computation, data processing, network information security, web architecture, algorithm design, storage systems & management, and mobile development. Learning these skills opens up new and exciting employment opportunities in the present and future workforce. So, if you are a computer science beginner, the best thing you can do is work on some real-time computer science project ideas . Relevant projects not only improves your practical knowledge but also improves your resume. To gain more weightage, consider our free courses developed to increase your skills in  a short duration.

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We, here at upGrad, believe in a practical approach as theoretical knowledge alone won’t be of help in a real-time work environment. In this article, we will be exploring some interesting computer science project ideas which beginners can work on to put their Python knowledge to the test. In this article, you will find top computer science project ideas for beginners and mini-project topics for CSE 3rd year to get hands-on experience.

But first, let’s address the more pertinent question that must be lurking in your mind: why build computer science projects?

computer science engineering projects

When it comes to careers in software development, it is a must for aspiring developers to work on their own projects. Developing real-world projects is the best way to hone your skills and materialize your theoretical knowledge into practical experience. But if you want to step up your game and learn real-life industry projects, assignments and case studies check out our Advanced Certificate Programme in DevOps where you can showcase your expertise and skills to potential employers using an e-portfolio.

You will need to acquaint yourself with new tools and technologies while working on a computer science project. The more you learn about cutting-edge development tools, environments, and libraries, the broader will be your scope for experimentation with your projects. The more you experiment with different computer science project ideas, and mini project topics for cse 3rd year, the more knowledge you gain.

Computer Science study encompasses programming , design, analysis, and theory. Hence, Computer Science project ideas involve designing and developing various application-based software products and solutions. So, if you wish to know about a few exciting Computer Science project ideas, this article is just what you need! But, if you want to accomplish more, and gain superiority, consider pursuing our Advanced Certificate Programme in Cyber Security designed for working professionals and provides 1:1 high-performance coaching.

Traditionally, different specialization fields opted for a theoretical and instructions-oriented approach. However, today, most job roles demand professionals who have hands-on industry experience. Computer Science is one such discipline where academic learning does not suffice – students need to undertake practical training through real-world Computer Science projects and assignments. It aims to impart students with practical knowledge of operating computer systems. 

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So, here are a few computer science projects for beginners can work on:

Top 12 Computer Science Project Ideas

This list of computer science project ideas for students is suited for beginners, and those just starting out with Python or Data Science in general or final year project topics for computer engineering in diploma .  These computer science project ideas will get you going with all the practicalities you need to succeed in your career as a software developer.

Further, if you’re looking for computer science project ideas for final year, this list should get you going. So, without further ado, let’s jump straight into some computer science project ideas that will strengthen your base and allow you to climb up the ladder.

1.  Face detection

computer science engineering projects

It is of high importance and it serves various purposes in many fields. Most importantly, the technology of face detection has increased the surveillance efforts of the authorities. 

Face detection coupled with the technology of biometrics and security has helped to identify people’s faces which have resulted in various processes such as starting an app, security, or guiding what the next action steps of the application would be.

The technology of the face detection use the facial algorithms to identify the reach of facial print. The technology can adapt and recognize which facial features to detect and which one to ignore.

One of the best ideas to start experimenting you hands-on computer science projects for students is face detection software. This project focuses on building a face detection software using the OpenCV library. The face detection program will be modelled in a way that it can detect faces in live stream videos from webcam or video files stored in a PC’s local storage. The software uses pre-trained XML classifiers to detect faces in real-time and track them. You can also use different classifiers to identify various objects through this detection program.

To run this program, you need to install the OpenCV library on your local machine. Also, it would be best if you created appropriate paths for the XML classifier files before executing the program. 

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2.  Online auction system

computer science engineering projects

The online auction allows the users to procure the benefits of the auction from any geographical location. The sellers can showcase their products or services to the buyers across the locations. This helps in wider reachability and huge expansion of the business. 

Another useful feature of online auction is instant feedback feature that allows the bidders to track the price increase due to higher bidding. 

The bidders or buyers from across the globe can login at any time of the day to track or bid. This way they do not lose out on the opportunity due to different geographical timelines.

In an online auction, buyers and sellers engage in transactional business, wherein buyers purchase items through price bidding. Here, the bids have a starting price and an ending time. Potential buyers who place the highest bidding price for an item are declared the winners and owners of particular items. 

In this project, you will create a secure online auction system using the fraud detection method with binary classification. If a user wants to buy a product through an online auction, they must provide their identification details like PAN number, email address, license number, etc. The system will then screen the users, authenticate, and authorize them. Only authorized users can bid in the auction. The system will be designed to predict fraudulent users in the early stages, thereby eliminating the risk of online fraud and scams. This beginner-level computer science projects will help build a strong foundation for fundamental programming concepts.

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3.  evaluation of academic performance.

computer science engineering projects

Evaluation of the academic performance allows the institutions to track the student’s performance. This does not only help in enhancing the student’s performance but also improving the teaching techniques and teacher’s performance.

The teachers could chart out teaching objectives that help them in achieving those objectives. This way, the teachers can adapt the successful pedagogy and ignore those pedagogies that do not add value to the student’s performance.

This project involves the creation of an evaluation system that can analyze the academic performance of students by utilizing the fuzzy logic method. In the fuzzy logic method, you will consider three parameters, namely, attendance, internal marks, and external marks, to evaluate the final academic performance of students of an institution. The fuzzy inference system is much more accurate than conventional techniques.

While developing this Computer Science project, make sure that the student information uploaded is correct (devoid of errors). Faulty data entry may lead to inaccurate results. 

4.  e-Authentication system 

There are various types of authentication system such as OTP, password, biometrics, etc.

The authentication system allows for better user experience without having the need of mutliple setups. It is also useful for tightening the security. The enhances security features pave the way for more number of users adapting the technology.

The e-authentication has seen wider adaptability. It is used to access government services, transactional processes, online platforms, and more. The users can secure their identity with the means of e-authentication system, thus providing scope for higher security.

This project focuses on building an e-Authentication system using a combination of QR code and OTP for enhanced security. The e-Authentication system is designed to avoid hacking of accounts through shoulder surfing and misuse of login credentials. To be able to use the system, a user has to first register in the system by entering the basic registration details (name, address, zip code, etc.).

Once the registration is complete, the user can access the login module to authenticate the account by entering the email id and password combination they used during registration. Then, the user can proceed to the next authentication step using either of the two options – QR (Quick Response) code or OTP (One Time Password). As per the option selected by the user, the system will generate a QR Code or an OTP. While the QR code will be sent to the user’s mail id, the OTP will be sent via SMS to the registered mobile number of the user. 

The system randomly generates the QR Code and OTP at the time of login. It makes the login more secure. However, to use this system, one always needs an active Internet connection.

5.  Cursor movement on object motion

This is a project where you will design a cursor that can move through desktop and perform actions based on hand gestures. The system’s object movement will be based on RGB (red, green, and blue) colour – it can detect RGB colour object that will function as the mouse. It would help if you imported the Java AWT library to coordinate with the cursor. The system setting uses a webcam to track the movement of the red, green, and blue objects and based on the object movement patterns, accordingly trigger an event. 

The cursor movement system will acquire a single frame from the video recorded by the webcam and flip the frame for the user to see. It converts the captured image into a binary image wherein the RGB objects will become white. The system further adds a bounding box around the object that the user can move throughout the display.  

6.  Crime rate prediction

There are various benefits attached to the crime rate prediction, such as taking preventive measures, tracking of the culprits, advanced decision-making process, etc.

The methodology allows the decision makers to predict the crime and perform law- enforcement measures to mitigate the repercussions.

This way, the stakeholders can provide satisfaction, increase lifestyle experience and most importantly identify the negative externalities and take appropriate actions to curb them.

The stakeholders can allocate the budget based on the statistic, this helps in effective resource allocation. The concerned agencies can utilize their resources to better use. The crime prediction system helps in faster justice delivery and reduce crime rates. 

This is one of the interesting computer science project ideas to create. As the name suggests, this Computer Science project involves building a prediction system that can analyze and predict the crime rate of a particular location. Naturally, the system needs to be fed with relevant data. It uses the K-means data mining algorithm to predict the crime rate. The K-means algorithm can cluster co-offenders and organized crime groups by detecting relevant crime patterns via hidden links, link prediction, and statistical analysis of crime data. 

It functions somewhat like this – the admin will feed the crime data into the system. The algorithm will analyze crime data stored in a database and extract information and patterns from it. It will then collate the crime groups based on the patterns found in the dataset. The clusters will be made based on factors like where the crime took place, which people were involved in the crime, and when the crime occurred. 

7.  Android battery saver system

computer science engineering projects

The battery saver project is useful for the users to track the usage of the application. The users can track which of the applications are consuming the maximum energy. 

This way the users can optimize their application management. The optimization of the application can limit the application usage, this end up limiting the battery. 

The battery saver in the mobile phone would also allow the users to procure the list of the applications in one place, the consumption rate is also accurate. 

This is one of the simple computer science projects yet an exciting one. The Android battery saver is designed to analyze the battery usage data from built-in classes and create a consolidated list of apps that drain the power of the Android phone. The system can also determine the battery level of the phone. In situations where the battery level is low, and numerous apps are consuming too much power, this system will trigger an alarm telling the user to force stop or close the apps that are drawing power.

While the battery saver system has no backend, it uses Android Studio as the frontend. Since the system feeds on data from the Android phone, it does not need a backend framework. The primary aim of this battery saver system is to notify users of the apps that are high on power consumption, thereby allowing them to take specific actions to stop battery drainage. 

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8.  symbol recognition .

This is one of the excellent computer science project ideas for beginners. The proposed project seeks to build a system that can recognize symbols inserted by the user. This symbol recognition system leverages an image recognition algorithm to process images and to identify symbols. First, the system converts RGB objects into grayscale images which is then further converted into black and white images. During the process, image processing is applied to remove unwanted objects and environmental interference. The system further uses optical character recognition for recognizing the images with 60-80% accuracy. This is one of the interesting computer science projects. 

In the system, all symbol templates will be stored in a specific directory. The size of each image is fixed to allow the easy recognition of the symbols with accuracy. The templates will remain in black and white form, and the system will create a dataset of these templates. When a user inputs a query image into the system, it will resize the query image, compare the resized image values against the template image values in the dataset, and finally display the result in text format. So, while the system takes inputs as images, it delivers output in a textual form.

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9.  Public news droid

There are various benefits to the public news droid, such as-

This is one of the excellent computer science projects for beginners. The public news droid is an informative software application that informs users about the trending news, occurrences, and interesting events happening in and around their locality. Thus, the idea behind creating this information system is to keep the users informed about the happenings in their vicinity. The system uses Android Studio as the frontend and SQL Server as the backend. 

The system involves two modules, one for the admin and one for the user. The admin monitors the accuracy and relevancy of news and information. For instance, if the admin encounters fake news or app misuse, they can take necessary action to stop the spread of such irrelevant information. On the contrary, users can view news and informative articles only of their respective localities/towns/cities, and they can add news related to any other city. Mentioning  computer science projects can help your resume look much more interesting than others.

To use the app, users need to register into the system to use this app and add all the necessary details. Once the registration process is successful, the user can see the latest news, refresh the app, browse for more information, add new information and upload it (within 450 words), and so on. Users can also add images and title for the news they add. 

10.  Search engine 

computer science engineering projects

The search engine is highly useful, it helps in bringing the visibility of the brand, target based ad, brand awareness, performance management, increasing of the website traffic and more. 

The brands can make their visibility grow by using proper keywords and using various other methodologies. Moreover, the brands can utilise the search engine to overcome the competition and to grow their business. 

More people are able to see the brands, better its authenticity would be. It will eventually result in the revenue growth of the brand. 

This search engine is developed using web annotation. It is one of the trending computer science projects where when users enter specific words or phrases in a search engine, it automatically fetches the most relevant pages that contain those keywords. Web annotation makes it possible. Web annotation helps to make an application user-friendly. Thanks to web annotation, users can add, modify, and remove information from Web resources without altering the resource itself. 

This project uses web annotation on pages and images. When the user enters words, names, or phrases in the system, it will fetch the information and pictures having the same annotation. Then the system displays a list of results that contain the image or content matching to the user input. For this search engine, you need to use an effective algorithm to generate a query result page/search result records based on users’ queries.

11.  Online eBook maker

One of the best ideas to start experimenting you hands-on computer science projects for students is working on online eBook maker. This online eBook maker will allow users to design and create eBooks free of cost. The system has two modules – admin login and author login. The admin can accept requests from users (authors), check and validate their details, evaluate completed eBooks, and process the request by mailing eBooks to the authors. Users can register in the system using the author login.

After filling in the necessary details, users can create new books, specify the context of books, add the title, number of pages, add a book cover, etc. Existing users can simply log in using their ID and password, and they can either create new books or resume editing the existing (unfinished) eBooks. Authors can keep only three incomplete eBooks at a time, of which they must complete at least one book before starting a new book. 

12.  Mobile wallet with merchant payment

computer science engineering projects

There are various benefits attached to the mobile wallet, such as-

This can be an interesting and useful computer science project ideas. As you can guess by the name, this is a QR code scanning application designed for handling and facilitating liquid cash transactions between sellers (merchants) and consumers. The aim of building this app is to provide a secure, reliable, and efficient platform for monetary transactions on both ends. Each time, the system generates a unique QR code ID, and all passwords are encrypted using AES Encryption Algorithm. 

There are two parts of this application – an Android application for merchants that can scan the QR code and the other part for the consumer for generating the QR Code. The frontend uses Android Studio, and the backend uses SQL Server. This system functions something like this – when merchants scan the QR code generated by the app, the desired amount is transferred into their wallet that is easily transferable into their bank accounts. As for the consumers, they need to add money to their wallet via their credit/debit cards linked to their bank accounts. They can save the card details for future use. Merchants can also change their personal and bank details. And this is the perfect idea for your next computer science project!

Check out: Java Project Ideas & Topics

Some Bonus A Level Computer Science Project Ideas

Basic Hospital Management System

The hospital management system is useful for managing the resources and operating the hospital effectively. The hospital management infrastructure is useful for managing the patient details, infrastructure management, drugs management, dispensary, etc.

The staff trust the hospital managemet application to run the day-to-day functions. Thus, the technology becomes of high importance.

The health management system facilities in better decision- making and revenue management. Apart from serving the patients, the hospitals have to take care of the revenue for acquiring talented doctors and provide decent health facility. 

This is a programming and database management app designed as a centralized system for hospitals to digitize and handle huge data ( like patient details, appointments made, results of lab tests, patient diagnosis information, etc.). This is one of the best computer science project ideas that can add value to your resume.  

Developing a hospital management system is easy for beginners. A functional and effective hospital management system can be created with the basic knowledge of HTML and CSS. 

The system should be able to receive new entries, store them safely and enable hospital staff and system administrators to access, and use the data. 

You should develop the hospital management system in a way that it should assign a unique ID to each patient registered at the hospital. The system must include all necessary details of hospital staff besides patients in a local database.  

When the data increases, it becomes challenging for the staff and hospital administrator to find the required data of a particular patient or staff. So, it is important to have search functionality to make the search process across thousands of data much easier.  

While it is enough to use the local storage to run the hospital management, you can also use a cloud database. Both of them have their pros and cons. You must leverage the advantages and disadvantages to make the computer science topics more challenging and interesting. Check out this Github project for reference.

Real-time Weather Forecasting app

This is a beginner-level web development & programming app that will serve best as a mini project topic for CSE third-year students or a final-year project for those pursuing diplomas in Computer science. The main objective of the app is to create a web-based weather application that can provide real-time weather details (like current temperature and chances of rain) of a particular location. The app can also predict if the day will be rainy, cloudy, or sunny.  

Developing a weather forecasting app is the best way to put your coding skills to the test. To create a weather forecasting app, you will need a stronghold on the basics of web development, HTML, CSS, and JavaScript. For providing the best backend performance, good knowledge of Node.js and express technologies is a must. 

It is important to know how to use API calls to scoop out weather information from other websites and display relevant information in your app.  

For the app’s best User Interface, you have to place an input text box in which the users can enter the location for which weather information is needed. As soon as the search button is hit, the weather forecast for the input location should pop out. Check out this Github project for reference.

It is an interesting app that involves application designing & development, multi-thread processing, socket-programming, and networking.  

Such computer science topics aim at developing a chat application to facilitate instant messaging. Users can create personal accounts in the chat app from where messages can be sent to other chat app users. Check out this Github project for reference.

Wrapping up

These are some cool Computer Science project ideas that you can toy with! Once you finish with these simple computer science projects, and final year project topics for computer engineering in diploma , I suggest you go back, learn a few more concepts and then try the intermediate projects.

When you feel confident, you can then tackle the advanced projects. If you wish to improve your python skills, you need to get your hands on these computer science project ideas . Working on real-world projects allows you to apply your knowledge and skills into practice. Also, if you can create a few of these Computer Science projects, you can add them to your resume – it will definitely help you to stand out among the crowd. I hope you will learn a lot while working on these computer science projects.

If you’re interested to learn more about Java, full-stack software development, check out upGrad & IIIT-B’s  Executive PG Programme in Software Development – Specialisation in Full Stack Development  which is designed for working professionals and offers 500+ hours of rigorous training, 9+ projects, and assignments, IIIT-B Alumni status, practical hands-on capstone projects & job assistance with top firms.

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Computer Science Projects Ideas for Engineering Students

Computer science is a branch of engineering that deals with the scientific study of computers and their usages like computation, data processing, systems control, advanced algorithmic properties, and artificial intelligence. The study of computer science includes programming, design, analysis, and theory. Computer science engineering projects involve designing and development of various application-based software. Computer science project topics can be implemented by a number of tools such as Java, .NET, Oracle, etc.  This article is intended for those students who are earnestly seeking computer science projects during their course of studies. The list of computer science project ideas is as follows.

The topics listed below are exceptionally good ones as they are involved in different technologies over diverse areas like Android Projects , Dot Net projects, Java projects, and the projects related to hardware, and so on.

CSE Projects for Engineering Students

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Don’t Miss: Embedded Systems Projects for Engineering Students

HTML Projects for Engineering Students

The term HTML stands for Hypertext Markup Language. This language is a very famous coding language, especially used in Web development. This language plays a key role in designing websites by adding CSS (Cascading Style Sheets). In real-time, HTML based projects will help the CSE students to test their practical knowledge, and sharpen their coding skills as well. For beginners, selecting the HTML based project is difficult. So here we have listed out some HTML projects. The list of HTML projects for CSE students includes the following.

Guest Manager Project using HTML

The guest manager project is designed with different concepts of CSS, JavaScript & HTML. This project is used to keep the data of guests who are coming to the ceremony. To maintain their data records by adding guests, one has to enter his name, address, etc.


This project runs through modern servers for better performance such as Mozilla Firefox or Google Chrome. Once this project is opened in any browser, click on the index.html file to download the source code of the guest manager within JavaScript. Once it is downloaded, then used for educational purposes only.

Weather App using Android & HTML

The android-based weather app can be developed using HTML, CSS, JavaScript. This project is mainly used for forecasting the weather. By using this project, the user can verify the climate condition & forecast whether that is a sunny day or cloudy day. The app user can write down the city name across the globe within the app. To make the project work, this project uses JavaScript. This project uses Mozilla or Chrome browser once clicking the file of index.html

Random Name Generator using

The random name generator project is designed in HTML language using JavaScript and CSS. By using this project, the user generates different person names from all over the world through one click. But we have to select the name of the country, gender, and names after that click on the generate button. This project runs in Mozilla/Chrome browser and uses JavaScript to make the validation in a particular part of the project.

Medical Booking Store through Online using HTML & JavaScript

This project is used to design a medical store system for booking online. So that it reaches in 24/7 to the customer. The proposed system revolutionizes the industry completely. The maintaining of product search, placing an order, billing & product stock also maintained through one click. The product order can be placed easily & tracked at any time. Once the product order is done, the payment can be made through credit cards.

Tribute Page

The design of this tribute page can be done using HTML language. As the name suggests, this page shows a mark of respect to someone who motivates or admires you. While designing this page, basic HTML concepts are required. At first, we need to create a webpage, and then add a personal picture with his details, achievements as well as few words about him. By using CSS, this project is very useful in adding different layouts as well as styles.

A Survey Form

Every website has different forms to include customer data. Similarly, a survey form is used to get related information of audiences such as their age, work, place, taste & preference. This HTML based project helps in testing your skills, designing knowledge of forms, and webpage.

To design this project, the basics of HTML are mandatory. After that, you can employ the tags to make a text field, date, radio button, checkbox & other essential elements included in a form. Along with HTML, CSS can be used to get an enhanced look to your form as well as the webpage.

A Page for Technical Documentation

The technical documentation project for the page can be designed with the help of basic HTML knowledge, JavaScript, and CSS. The main concept of this project is to design a technical documentation page where you can tick on any theme on the left side of the page so that it will load the related content on the right side.

This project can be designed by separating the webpage into two parts. The left side of the webpage contains the menu that includes the list of topics arranged from top to bottom manner, whereas on the right side, it includes the documentation equivalent to every theme. Here, click function. To include the click function, we use CSS/Javascript.

HTML based Admission System of College through Web

This project is mainly used to decrease the time consumption while keeping the college admission records. For maintaining these records, there are separate divisions are given so that student fee details can be maintained. There are separate divisions are providing to maintain a record of student and fee details. By using this project, the database can be easily maintained, an operation is easy, it takes less time to operate the system, and the user can send the emails through this system.

HTML based Management System of Hospitals

This project is used to maintain the patient’s admission or discharge list, reports, doctors, etc. By using this project, time-consuming can be reduced while visiting the patients to hospitals, maintaining the records of patient’s data. There are different modules in this project like login, administration, registration, appointment, patient & doctors.

Computer Science Projects for College Students

The computer science projects for college students mainly include the following.

CSE Projects for College Students

All of these projects listed in the above list are the latest computer science project topics for engineering students that are widely implemented by the professionals. We believe that by giving this information, we have been successful to afford you the best list from the lot, and we believe that by providing this information, we have been successful to provide you the best list from the lot, and therefore anticipate your comments, suggestions, queries, and feedback on this particular article or about any further help regarding your projects in the comments section given below.

Don’t Miss :  Android Projects for Engineering Students

Java Projects for Computer Science Engineering Students

Java is a flexible programming language used in several areas of app development & software. Java language is very famous because of these reasons like object-oriented, multi-threaded, robust, secure, and platform independence. Some of the java-based project ideas for engineering students are listed below.

C++ Projects

The following listed projects are C++ projects based on mini, games, software, etc for computer science engineering students.

Python Projects

Python is one kind of powerful, most popular programming language. The applications of this language are vast and also used in final year CSE engineering projects. The applications are software development, web development, scripting. This programming language serves as a boon to CSE as well as ECE engineers.

Cloud Computing Projects

Cloud computing is a well-known technology where all the private works, other software, and data can be used as well as used in a safe server. This server can be accessed using any operating system (OS) otherwise browser. Consequently, it provides independent & distributed access for the user to the encrypted database within the cloud. It is separated into three criteria like Platform as a service (PaaS), Software as a service (Saas) & Infrastructure as a service (IaaS).

Oracle Database Projects

The oracle database based projects for computer science engineering students are listed below.

C Language based Projects

The computer science engineering projects based on C language are listed below.

.Net Projects

The list of .Net Projects for computer science engineering students includes the following.

Thus, this is all about an overview of computer science project ideas for engineering students, college students based on different platforms like C, Net, HTML, C++, Java, Python, etc. Here is a question for you, what are the programming languages used in computer science engineering?

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10 Best Computer Science Projects To Hone Your Skills

computer science engineering projects

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Computer science projects - stepping stones for a better, rewarding future, related course.

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:

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


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:

2. Basic Hospital Management System

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

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.

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

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

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.

4. News Feed Application

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

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.

5. Library Management System

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

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.

6. Virtual Private Network

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

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.

7. e-Authentication System

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

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.

8. Real-Time Web Search Engine

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

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.

9. Task Management Application

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

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.

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 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.

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

2. Teaching a Computer to Recognize Cats

This tutorial will provide a high-level introduction to the field of machine learning. To get a sense of how machine learning work, 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 project is available at  Teaching a Computer to Recognise Cats .

3. Smart Receptionist With Smartlock System

In this project, we would be 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 project is available at Smart Receptionist With Smartlock 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.

computer science engineering projects

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

5. Gesture Language Translator

Gesture Translator Engineering Project

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

So to ease this problem, we build 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.

Check the complete project details here Gesture Language Translator 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 the automatic timetable generation .

7. Emotion-based Music Player

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 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 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 know more about this 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.

DIY Chatbot

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

11. DIY Student Information System

This student information system is developed using Java as the Front-end and MS Access Database integration. This system 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 know more about this project, you can visit 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 is sought 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.

Remote Electrocardiogram Monitoring based on the Internet

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 projects 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 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 computer engineering Projects. This project is developed for hiding information in any image file.

computer science engineering projects

In this, 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 project 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 in the Training and Placement Cell project .

17. Online Recruitment System – DIY Computer Project

The online Recruitment System will be responsible to automate all the working processes to reduce costs and save time. Recruiters will able to post their job and their type which will be displayed on the job seekers’ 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 job seekers 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 job seekers. Job seekers can able to search for jobs on the basis of various categories such as organization wise, using their skills, location wise, job type, etc.

This 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 are 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 know more about this project, please go through Java Based Network Intrusion Detection System (IDS) .

19. Revenue Recovery System

This project benefits to 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 backup the data easily whereas unlike usual conventional methods. This software module also provides web-based dissemination.

This project is available in the Revenue Recovery system .

20. Secured Mail System

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.

Secured Mail System

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

This is the never-ending list……….

New ones 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, we would welcome them in the comment section below.

For more computer engineering thesis ideas and projects, you can continue reading about interesting computer engineering projects .

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

This article was first published on 29th April 2017 and was recently updated on 28 October 2022.


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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Computer and IT Engineering Projects

Computer engineering or CSE is a field of engineering that is concerned with computer software development and research. We provide the widest list of computer engineering projects for engineering students. ProjectIdeas has the widest variety of projects for computer science students. This page lists a variety of computer science projects ideas for students research and development. This page lists the best and latest innovative final year project topics for Computer engineering or Cse and other software engineering branches. This section lists various b tech final year projects for Computer engineering or cse along with be final year projects for Computer engineering or cse branch. These projects have been researched and compiled into a list to make it easy for students to choose their desired project topic for final year presentation. Get the widest list of Computer engineering or cse projects at ProjectIdeas. Browse through our list below to find your final year computer engineering project topics:


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