There are different types of projects topics for final year students. To see hardware with design and construction project topics; click here.
1. Hangman Game
Hangman is a popular guessing game, wherein one player thinks of a word, and the other one tries to guess it by suggesting letters within a limited number of guesses. The goal here is to discover the missing words.
You can declare a class to create a GUI version of the game. The user attempts to guess the letters in a secret word and loses after a specified number of guesses that are not in the word. The user guesses a letter by clicking a button whose text is that letter. You need to create separate classes to define a listener that will respond to the events that occur when the user clicks any of the buttons. The constructor will create the main panel, and a method should be called any time a new game starts. The main program makes it possible to run this class as an application. The main routine creates a window, sets it to contain a panel of type Hangman, and shows the window in the center of the screen.
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2. Restaurant Booking Website
- This idea will help restaurant owners handle online food orders, table booking, inventory control, generating bills, managing menus, and various customer services.
- Here, you can have different Staff Management Modules, Transactions, Login Admin, Reservations, and Menu Management. You can use CSS, HTML, and JavaScript to build the website and use the MySQL database to manage backend data.
3. Library Management System
In the list of projects topics for final year students, Library management involves maintaining the database of new books, the record of books issued, and their respective dates. The main goal of this computer science project is to provide an easy way to handle and automate the library management system.
This project also provides features and an interface for maintaining librarians’ records, students’ history of issues, and fines. Here, you need to create two modules – a user module and an admin module. These will have information about new user registration, the student login, issue date, return date, etc. There will be another admin module. To create this project, you can use Java programming language, MySQL, Net beans IDE, and PhpMyAdmin to handle server-side queries, if any, easily.
4. Web Scraping Using Beautiful Soup
Our next computer science project is Web Scraping Using Beautiful Soup. Web scraping, also known as Web crawling, scans a collection of web pages to extract raw data from the web.
As computer science engineers, you can use Beautiful Soup for web scraping to collect data from web pages and store it in various formats for analysis and decision making. Beautiful Soup is a Python package for parsing HTML and XML documents and extracting data from them. It works with your favorite parser to yield idiomatic ways of searching, navigating, and modifying the parse tree.
5. Twitter Sentiment Analysis
Sentiment analysis makes use of machine learning and natural language processing techniques to analyze users’ sentiments based on their emotions. It focuses not only on polarity that is positive, negative, or neutral but also on feelings and emotions such as happiness, sadness, etc. We can also carry this analysis out from tweets to understand the public’s mood towards a brand or for an event like general elections in a country. This comes at number 5 in our projects topics for final year students.
In your computer science project, you can extract tweets based on specific hashtags and analyze the data using R and Python programming language. R provides TwitteR and Python has tweepy to perform sentiment analysis. This is number 5 in Projects topics for Final Year students.
6. Building Chatbots
A chatbot is an application to conduct an online chat conversation via text or text-to-speech. We use chatbots a lot in customer interaction, marketing on social network sites, and instant messaging the client.
spaCy is nothing but an open-source Python library for Natural Language Processing. The library is designed for developers to build interactive NLP applications, which can process and understand large volumes of text. ChatterBot is a Python library that is designed to produce automated responses to user inputs. It combines various ML algorithms to generate several types of responses. This enables developers to build chatbots using Python to talk to humans and deliver relevant responses.
7. Uber Data Analysis
The NYC Taxi and Limousine Commission (TLC) datasets about Uber’s ridership are popular in data analytics. You could use this data in your computer science project to analyze Uber bookings in New York city for a particular location. This is number 7 in the Projects topics for Final Year students list.
Using Python and its libraries like Pandas, NumPy, Matplotlib, and Seaborn, you can find which hour of the day or day of the month has the highest pickups.
8. Election Analysis
You might have watched election results on news channels, and there is much excitement for the same. Various channels show different results for exit and opinion polls.
The interactive charts shown by news channels are done using data analytics and data visualization. Python and R are widely used for analyzing election data. In your computer science project, you can analyze any election data using R to understand the political scenario that existed in the past and how it could change in the upcoming years.
9. OpenCV Face Detection
This computer science project aims to detect an object of interest, such as a human face, in real-time and keep track of the same object.
Python and OpenCV can be used to build this project. Open Source Computer Vision Library (OpenCV) is primarily a library of programming functions aimed at real-time computer vision. It identifies the features and patterns on a human face to detect where ears, eyes, nose, and other parts are located.
10. SMS Spam Filtering
Finally, we have SMS spam filtering as our last computer science project idea. Short Message Service or SMS is one of the most widely used communication services. You often receive spam messages that include advertisements, free services, awards, promotions, etc.
You can create a spam detection model using TensorFlow and Deep learning algorithms. Deep neural networks such as Recurrent neural networks and LSTMs can predict the spam short text messages with close to 99% accuracy.
11. Handwritten Digit Classification Using CNN
- Handwritten digit classification is a model built using the CNN (convolutional neural network)algorithm.
- CNN comes under deep learning, a subset of AI which will classify the digits written in hands.
- CNN is a seven-layer model which will extract the feature from the input dataset and identify the digit.
- We use stochastic gradient descent and backpropagation algorithms to train and test the MNIST dataset.
- You can download the dataset MNIST using the Tensorflow and Keras libraries
12. Placement Cell
The placement cell is an application built for colleges. We use HTML, CSS, PHP, and JAVASCRIPT for the front end and MY SQL for the back end. It contains two modules: User and admin. If an unknown user, he must register and upload all the required details. This application includes all details about upcoming and ongoing placements in the college. This application will also contain the details of the students who have applied for the placement drive
13. Car Data Set Analysis
This project topic for final year student will give an idea about the car and its parameters and help the buyer to buy an efficient car. We will apply different data science techniques to the dataset to remove all the outliers. And apply the Random Forest algorithm and linear regression to find the accuracy. We place this as number 13 in our Projects topics for Final Year students
14. Wireless Sound Control
This model is built using the python libraries such as OpenCV, Pycaw, TensorFlow, etc. The main objective of this Project is to provide a contactless experience to the users while controlling the system volume. Using MediaPipe, we have built a model to control our system volume by hand gestures. We can increase or decrease the system sound by moving our hands in front of the camera.
15. Smart Farming Using IoT Technologies
Smart farming comes into Projects topics for Final Year students as a device built to detect the soil’s temperature, moister, and humidity. This device will help the farmer to know the conditions of the soil. We need an Arduino Nano IDE, temperature and moisture sensors, and some jumper wires to build this device. This device will have a direct content with the soil, and the measurement is shown on the monitor screen.
These are 50 Designs and Implementation list
- Design And Implementation Of School Library Information System
- Design And Implementation Of Course Registration And Examination Processing System
- Design And Implementation Of A Study Planner For Mobile Devices (Android Platform)
- Design And Implementation Of A Computerized Educational Administrative Information System (A Case Study Of Post-Primary School Management Board (PPSMB)
- Design And Implementation Of Expert Management System For Automobile Fault Detection And Diagnosis
- Design And Implementation Of Land Ownership Documentation System (Case Study Of Ministry Of Land And Survey)
- Medical Duties Scheduling System Using General Hospital
- Design And Implementation Of University Management Information System
- Stimulating A Voiced Aided ATM System For Blind And Visually Impaired Customers Of Nigeria Banks
- Automated Market Basket Analysis System
- Graphic Design
- Automated Civil Service Employee Record Management System
- Design And Implementation Of A Transport System Using Search Algorithm
- Design And Implementation Of A Computerized Grade Evaluation System (Case Study Of University Of Ibadan)
- Design And Implementation Of A Computerized Student Registration Number System
- Design And Implementation Of Student Evaluation Program (A Case Study Of Daughters Of Divine Love Juniorate)
- Intrusion Detection and Prevention System Using Gufax Micro Finance Bank Plc, Ikot EkpeneAs A Case Study
- Online Motor Vehicle Licensing System
- A System For Health Document Classification Using Machine Learning
- Automated Resource Management System For Hostel Allocation Using University Of Uyo As A Case Study
- Computerized Transport Management Information System
- Design And Implementation Of A Management Information System For Political Parties
- Design And Implementation Of Importation Processing Tracking System (A Case Study Of Nigeria Ports Authority (NPA, Lagos)
- Design And Implementation Of An Online Tourism Management System
- Design And Implementation Of Online Electronic Database Driven Marketplace
- Design And Implementation Of An Android Based Course Learning Materials Application
- Automated Loan Lending Management System Using Akwa Savings And Loans, Ikot Ekpene As A Case Study
- Design And Implementation Of A Computerized Staff Remuneration System
- Design And Implementation Of A Web Based Trading System
- Design And Implementation Of An Online Campus Opinion Poll System
- Design And Implementation Of An Online Airline Reservation Information System
- Design And Implementation Of A Computerized Hospital Management System
- Advanced Decision Support System For Software Evaluation Using Weighted Sum
- Design And Implementation Of An Online Book Club Management System
- Design And Implementation Of A Police Database Security System (A Case Study Of The Nigerian Police)
- Design And Implementation Of A Computer Based Result Management Information System
- Development of A National Social Security Numbering System
- Development Of Wireless Sensor Network Testbed
- Design And Implementation Of An Online Clearance System For Graduating System
- Motor Vehicle Traffic Control System
- Design And Implementation Of Online Shopping Website For Gentlemen Clothing
- Automated Civil Service Retirement Clearance
- Design And Implementation Of An Android-Based Online Clearance System For Graduating Students
- Automated Price Adjustment System
- Automated Duty Processing System For Secondary School, Using Holy Child Secondary School, Ikot Ekpene As A Case Study
- Design And Implementation Of An Online Vehicle And Plate Number Registration And Identification System In Nigeria
- Development Of An Enterprise Resource Record Management System
- Design And Implementation Of An ATM Point Locator Using GPS
- Design And Implementation Of Software For Tracking Student Profile
- Security Network Programming (Secured Client-Server Chat Application)
Conclusion
Projects topics for Final Year students should be challenging and engaging, allowing them to showcase their skills and knowledge. These are just a few examples of the many different types of projects that final year computer science students can undertake. The best project for a student will depend on their interests, skills, and goals. When choosing a project, it is important that you students to consider your interests, skills, and available resources. The project should be feasible but also challenging enough to be rewarding.
Frequently Asked Questions about Software & App Based Project Topics for Students
1. What are some beginner-friendly software or app project ideas?
- To-do list app: Build a simple app to manage tasks and deadlines with intuitive features like reminders and prioritization.
- Personal budgeting app: Design an app to track income, expenses, and savings goals, helping users manage their finances.
- Quiz game app: Create a fun quiz app on a specific topic you’re passionate about, testing players’ knowledge and offering engaging gameplay.
- Mobile game with basic mechanics: Develop a simple game like Tic-Tac-Toe or a basic puzzle game to learn game development fundamentals.
- Website for a local business or organization: Design and build a website for a local coffee shop, bookstore, or non-profit, helping them establish an online presence.
2. What are some advanced software or app project ideas?
- Augmented reality app: Utilize AR technology to overlay digital information onto the real world for educational purposes, gaming, or navigation assistance.
- AI-powered chatbot: Develop a chatbot that interacts with users, answers questions, and provides personalized recommendations in a specific domain.
- Machine learning based image recognition app: Train a machine learning model to recognize objects or scenes in images for applications like object detection or image classification.
- Blockchain-based cryptocurrency wallet: Design a secure wallet app for managing and trading cryptocurrencies, incorporating blockchain technology for transparency and security.
- Cloud-based collaborative productivity tool: Build a platform for teams to collaborate on projects, manage tasks, and communicate effectively in real-time.
3. How can I choose a project topic that aligns with my interests and skills?
- Explore your passions: Do you love data analysis, creative design, building games, or solving social problems? Choose a project that sparks your passion and makes you excited to work on it.
- Consider your skillset: Are you proficient in specific programming languages, frameworks, or design tools? Pick a project that allows you to utilize and expand your existing skills.
- Research current trends: Stay updated on emerging technologies and popular app categories. Consider building something that fills a gap in the market or offers a unique value proposition.
- Look for inspiration: Browse app stores, online communities, and design platforms for app ideas. Check out projects by other students for potential inspiration and learning opportunities.
4. What are the key factors to consider when choosing a project topic?
- Feasibility: Ensure your project can be completed within the timeframe with your available resources (time, skills, technology).
- Complexity: Challenge yourself with a project that pushes your abilities but remains manageable within your limitations.
- User needs: Choose a project that solves a real problem or caters to a specific user group, focusing on user experience and value creation.
- Learning potential: Select a project that allows you to acquire new skills or deepen your knowledge in specific technologies or domains.
- Uniqueness and originality: Aim for a project that stands out from the crowd, offering a fresh perspective or innovative features.
5. Where can I find resources and guidance for my software or app project?
- Online tutorials and courses: Platforms like Coursera, Udemy, and Udacity offer numerous programming tutorials and courses specific to app development.
- Open-source libraries and frameworks: Utilize readily available libraries and frameworks to accelerate development and access pre-built functionalities.
- Stack Overflow and coding communities: Join online communities like Stack Overflow and GitHub for technical support, code reviews, and learning from other developers.
- App development workshops and events: Attend local workshops, hackathons, and conferences to connect with other developers, gain inspiration, and learn new skills.
- University resources and mentors: Seek guidance from professors, advisors, or other faculty members with expertise in software development and app design.
