150+ ideas for final year engineering students
Explore 150+ best Data Science & Analytics project ideas for final year students. Discover data visualization, predictive analytics, machine learning, big data, business intelligence, and source code projects. Every project below is an advanced-level topic with a complete abstract, problem statement, proposed solution, technology stack, implementation steps, and learning outcomes — ready to build for your academic capstone.
Click any project to view its full abstract, tech stack, architecture, and implementation steps.
COVID-19 Vaccine Sentiment and Uptake Analysis
Drug Recommendation and Side-Effect Analysis
Fitness Activity Analytics with Wearable Data
Sleep Quality Prediction and Wellness Analytics
Mental Health Chatbot with Sentiment Analysis
Electronic Health Record Analytics System
University Student Analytics Dashboard
Manufacturing KPI Monitoring Dashboard
Call Center Analytics and Agent Performance Dashboard
Hospital Performance Analytics Dashboard
Financial Fraud Analytics and Risk Dashboard
Supply Chain Analytics Dashboard
Marketing Campaign Performance Dashboard
HR Analytics Dashboard for Workforce Insights
Retail Business Intelligence Dashboard
Airline On-Time Performance and Operational Analytics
Amazon Product Analysis and Price Tracker
Real-Time Log Analytics and Monitoring System
E-Commerce Sales Data Warehouse and OLAP Dashboard
Uber Trip Data Analysis and Insights
Google Play Store App Analytics and Insights
Social Media Engagement Analytics Dashboard
Streaming Clickstream Analytics for Web Platforms
E-Commerce Order Analytics Pipeline with Apache Kafka
Real-Time Twitter Data Analytics Dashboard
Fashion Recommendation System Using Image Analysis
Hybrid Book Recommendation Using Content and Collaborative Filtering
Travel Destination Recommendation System
Restaurant Recommendation System
YouTube Video Recommendation System
News Article Recommendation Engine
Job Recommendation System
Course Recommendation System for Students
Music Recommendation System
E-Commerce Product Recommendation System
Book Recommendation System
Movie Recommendation System Using Collaborative Filtering
Ride Demand Prediction for Mobility Platforms
Bike Sharing Demand Prediction
Crop Price Prediction for Farmers
Inflation Rate Prediction Using Economic Indicators
Unemployment Rate Forecasting and Labor Analytics
COVID-19 Case Trend Forecasting
Supply Chain Demand Forecasting with Machine Learning
Network Traffic Forecasting for Capacity Planning
Renewable Energy Generation Forecasting
Water Demand Forecasting for Smart Cities
Sales Forecasting for FMCG Distribution
Forex Exchange Rate Prediction
Gold Price Forecasting System
Cryptocurrency Price Prediction and Volatility Analytics
Stock Price Prediction Using LSTM
Weather Forecasting System Using Time Series Models
Email Categorization and Priority Inbox System
Twitter Sentiment and Trend Analysis
E-Commerce Product Review Analysis
Movie Review Sentiment Classification
News Article Classification and Topic Modeling
Legal Document Analysis and Contract Summarization
Interview Coach Bot with Answer Evaluation
Plagiarism Detection Using NLP
Grammar and Spell Correction System
Neural Machine Translation System
Text-to-Speech Conversational Assistant
Speech-to-Text Transcription System
Hate Speech and Toxic Comment Detection
Named Entity Recognition for News Articles
Question Answering System from Documents
Text Summarization System Using Transformers
NLP Chatbot for Customer Support
Resume Parser and Candidate Matching System
Masked Face Recognition System
Human Pose Estimation for Fitness Tracking
Food Recognition and Calorie Estimation
Video Anomaly Detection for Surveillance
Deepfake Detection System
Image Super-Resolution Using GANs
Document Text Extraction Using OCR and Deep Learning
Automatic License Plate Recognition System
Face Recognition Attendance System
Autism Detection from Facial Images
Pneumonia Detection from Chest X-Rays
Retinal Disease Detection from Fundus Images
Lung Cancer Detection from CT Scans
Brain Tumor Detection from MRI Scans
Skin Cancer Detection from Dermoscopic Images
Plant Disease Detection from Leaf Images
Vehicle Detection and Counting System
Gesture Recognition for Human-Computer Interaction
Handwritten Digit Recognition System
Traffic Sign Recognition System
Real-Time Object Detection System Using YOLO
Image Caption Generator Using CNN and LSTM
Emotion Detection from Facial Expressions
Face Mask Detection Using Deep Learning
Olympic Medal Prediction and Sports Analytics
Player Performance Prediction in Sports
IPL Auction Value Prediction System
Cricket Match Outcome Prediction and Analytics
Diet and Fitness Plan Recommendation Using Machine Learning
Bot Detection and Web Traffic Analysis
Network Intrusion Detection System
Cybersecurity Threat Prediction and Anomaly Detection
Depression Detection from Social Media Text
Mental Health Risk Prediction from Behavioral Data
University Admissions Prediction System
Placement Prediction System for Students
Salary Prediction and Job Market Analytics
Parkinson's Disease Detection Using Machine Learning
Breast Cancer Prediction Using Classification Models
Diabetes Prediction and Health Risk Analytics
Heart Disease Prediction System
Loan Eligibility Prediction System
Malware Detection Using Machine Learning
Phishing Website Detection System
YouTube Spam Comment Detection
Sentiment Analysis for Product Reviews
Credit Card Fraud Detection System
Fake News Detection Using Machine Learning
Spam Email Detection and Classification System
IoT Predictive Maintenance with Sensor Data Analytics
Telecom Subscriber Churn Prediction System
Electricity Load Forecasting and Smart Grid Analytics
Road Accident Severity Prediction and Safety Analytics
Hotel Booking Cancellation Prediction
Restaurant Sales Prediction and Menu Optimization
Product Return Prediction for E-Commerce
Dynamic Pricing Model for Ride-Sharing Services
Delivery Time Prediction for Logistics
Subscription Renewal Prediction for SaaS
Bank Customer Lifetime Value Prediction
Student Performance Prediction and Learning Analytics
Emergency Department Wait Time Prediction
Disease Outbreak Prediction and Epidemic Analytics
Air Quality Index Prediction and Pollution Analytics
Housing Price Prediction and Real Estate Analytics
Crop Yield Prediction and Precision Agriculture Analytics
Predictive Maintenance for Manufacturing Equipment
Energy Consumption Prediction for Smart Buildings
Traffic Congestion Prediction and Smart City Analytics
Flight Delay Prediction and Real-Time Analytics
Demand Forecasting for E-Commerce Inventory
Hospital Readmission Prediction System
Insurance Claim Fraud Detection and Analytics
Credit Risk Assessment and Loan Default Prediction
Employee Attrition Prediction System
Customer Churn Prediction and Retention Analytics
Real-Time Stock Market Dashboard
Customer Segmentation Using K-Means
Sales Forecasting Dashboard for Retail
Follow these steps to pick a project that will help you learn, impress examiners, and boost your career:
CSE/IT students should focus on software-based topics, while ECE/EEE students can pick hardware and embedded projects from this category.
Open each project to see its tools and frameworks. Choose one that teaches the technologies you want on your resume.
Review the estimated duration and implementation steps. Pick a project that is impressive but achievable within your semester timeline.
Get expert guidance, complete source code, documentation, and viva support for any project in this category.
Chat on WhatsApp