Machine Learning Projects for Final Year

Byadmin Project Ideas

Machine Learning Projects for final year students and the latest project ideas for BSc, BS, BE, BEng, MSc, MS, BCA, MCA, BTech and MTech. These Machine Learning projects play an important role in a student’s final year learning. These projects help students understand real applications and apply technical concepts in a practical way. Choosing the right Machine Learning project also improves practical knowledge and builds confidence for future careers.

Machine Learning Projects for Final Year

Latest Machine Learning Project Ideas

  1. Customer Behaviour Prediction Using Web Usage Mining
    This project studies how users move and shop on an ecommerce website. It records user actions and learns common behavior patterns. The website owner can understand what users like and where they leave the site. This helps improve the website and suggest better products in the future.
  2. Face Recognition Attendance System
    This project is a smart attendance system that uses face recognition to mark when people arrive. It takes a photo of each person, saves it, and matches it the next time they enter. If someone is late, the system gives a voice warning. It helps save time and keeps attendance secure.
  3. Online AI Shopping With M-Wallet System
    This project is an online shopping system that helps users buy products easily. Users just enter their choices, and the system selects and shops for them. It uses smart technology to suggest the best deals and includes a mobile wallet for easy payment. This makes shopping fast and convenient without much effort.
  4. Image Steganography Using Kmeans & Encryption
    This project hides secret messages inside an image so no one can easily notice them. The image is first divided into small parts to place the hidden data safely. The hidden message is also locked using a secret code for extra safety. This makes sharing sensitive information more secure.
  5. Customer Focused Ecommerce Site With AI Bot
    This project builds an online shopping website that focuses on customer needs. Users can register, view products, get smart recommendations, and buy items online. An AI bot answers product questions using voice responses. Admin manages products, orders, and sales through a simple system.
  6. Attack Source Tracing Project
    This project helps find the real source of a network attack by studying how data packets move through the network. Each packet carries small marks that help track where it came from. The system changes its marking method based on network load to stay accurate. It is mainly designed to detect and trace attackers during DDoS attacks.
  7. Personality Prediction System Through CV Analysis
    This project creates a system that helps companies choose the right candidates from many CVs. Candidates upload their CVs and give online tests with personality and aptitude questions. The system checks their experience, skills, and test results to rank them fairly. HR teams can then easily find the best candidates for each job.
  8. Android Voting System Using Face Recognition
    This project creates an Android voting system that uses face recognition to make voting easier and more secure. Voters can log in, check polls, and vote for their favorite candidates while their identity is protected. Admins can manage users, create public or private polls, and track results. The system aims to increase voter participation and give accurate results compared to traditional voting methods.
  9. Fake Product Review Monitoring & Removal For Genuine Ratings Php
    This project helps users find real reviews of products online. It detects fake reviews by tracking patterns and IP addresses of users posting reviews. If a review is found to be fake, the system alerts the admin to remove it. This ensures that people can trust the ratings before buying a product.
  10. Person Identification Based On Teeth Recognition
    This project is about identifying a person using their teeth. A system is created to compare a new teeth image with a database of teeth images. Special image processing techniques are used to remove noise and extract important details. The system can recognize and match a person’s teeth accurately using these methods.
  11. Secure Digi Locker Application
    This project is a secure digital locker app for Android phones. It allows users to safely store important documents like passports and birth certificates on their device. All files are encrypted and protected with a personal pin, so no one can access them without permission. The app keeps documents safe without needing an internet connection or external storage.
  12. Time series Anomaly Detector App using Azure Cognitive Services
    This project is a smart app that can find unusual patterns or spikes in numbers. Users can type in data or upload files like Excel sheets. The app shows graphs of the data and highlights any sudden changes automatically. Users can save, view, or delete their data easily, making it simple to track important information.
  13. Cancer Prediction Using Data Mining
    This project is a web application that helps people get quick guidance about cancer. Users enter their health details, and the system checks for possible illnesses using smart data analysis. It then shows the most likely cancer type and suggests doctors for further treatment. The application can be used in emergencies when doctors are not immediately available.
  14. Currency Detector App for Visually Impaired
    This project is a mobile app that helps visually impaired people identify paper money. The user can speak a command to open the phone camera, take a picture of a note, and the app will tell them the value using voice. It uses technology to understand speech commands and read the currency aloud. The app recognizes different notes by analyzing their images with machine learning.
  15. Student Attendance with Fingerprint Reader
    This project is a smart attendance system for schools and colleges using fingerprint scanning. Each student marks their attendance by placing their finger on the reader, which checks it against stored records. The system automatically records attendance, generates reports, and lists students who are absent. It makes tracking attendance simple and reduces manual work for teachers.
  16. Internet Border Patrol
    This project helps prevent slowdowns in busy computer networks. It watches the data entering and leaving the network to stop congestion. The system uses smart monitoring and a special method to share network resources fairly. This makes internet traffic smoother and faster.
  17. Dental Caries Detection System using Python
    This project is a smartphone-based system that can detect dental caries from a photo uploaded by the user. It uses artificial intelligence to check if a tooth has decay or not. The system is easy to use and saves people from visiting a dental clinic. It can help more people get timely dental examinations, especially where regular checkups are costly.
  18. Movie Success Prediction Using Data Mining PHP
    This project predicts whether a new movie will be a flop, hit, or super hit. It uses past data of actors, directors, music directors, writers, marketing budget, and release date. The system calculates the impact of each factor to label the movie. Users can know a movie’s likely success before it releases.
  19. Digital Watermarking Project
    This project creates a system that protects images on the internet. It adds a visible or hidden mark called a watermark to pictures. The watermark stops others from copying or using images without permission. Users can share images online while keeping their ownership safe.
  20. Data Mining For Automated Personality Classification
    This project builds a system that can automatically figure out a person’s personality by studying their past behavior. It collects and analyzes large amounts of user data to learn patterns. Using these patterns, it can predict the personality of new users. The system can help social networks, advertisers, and government agencies understand people better.
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