Machine Learning & AI Engineering Project Ideas 2025

Machine Learning Engineering Project 50+ Titles

Discover innovative ML and AI projects for BTech, MTech, MCA, BCA, and more.

Finance & Business

Machine Learning-Based Stock Price Prediction Using Python
AI-Powered Customer Churn Prediction System
Predicting Loan Approval Using Machine Learning
Machine Learning Model for Credit Card Fraud Detection
Sales Forecasting Using Machine Learning Algorithms
Machine Learning-Based Investment Portfolio Optimization
Predicting Small Business Revenue Using AI
Machine Learning for Risk Assessment in Banking
AI-Powered Market Trend Prediction System
Real-Time Cryptocurrency Price Prediction Using Python

Healthcare & Medical

Machine Learning Model for Heart Disease Prediction
AI-Based Diabetes Prediction Using Python
Cancer Detection Using Machine Learning Algorithms
Predicting Patient Readmission with AI
Machine Learning for COVID-19 Infection Prediction
AI-Powered Medical Image Classification
Predicting Stroke Risk Using Machine Learning
Machine Learning Model for Liver Disease Detection
AI-Based Mental Health Analysis Using Social Media Data
Predicting Blood Pressure Trends Using Machine Learning
A Predictive Analytics in Cardiology: Evaluating Machine Learning Algorithms
Encephalic Stroke Prediction Using Machine Learning Algorithm
Lung Cancer Prediction Using Machine Learning
Machine Learning Approaches for Predicting Lung Cancer Risk and Early Diagnosis
Enhanced Classification of Migraine Headaches Using Machine Learning, Deep Learning, and Bayesian Networks
Automating Brain Hemorrhage Detection through Deep Learning Approaches
Medical Prescription Analysis Using Machine Learning
A Performance Analysis of Supervised Machine Learning Models for Thyroid Disease Detection
Machine Learning in Healthcare: A Review of Current Applications and Future Trends
Machine Learning Solutions for Stunting Classification in Karya Jaya: A Case Study Using KNN and SVM

Education & Learning

Student Performance Prediction Using Machine Learning
AI-Based Exam Score Prediction System
Predicting Course Completion Rate Using Machine Learning
Machine Learning Model for Learning Style Classification
AI-Powered Skill Gap Analysis in Students
Predicting Student Dropout Risk Using Machine Learning
Gamification with Personalized Learning Using Machine Learning Techniques

Social Media & Text Analysis

Sentiment Analysis of Social Media Posts Using Python
Fake News Detection Using Machine Learning
AI-Powered Text Classification System
Machine Learning for Topic Modeling in News Articles
Predicting Social Media Trends Using Machine Learning
Chatbot Development Using AI and Machine Learning
Sentiment Analysis in the Age of AI: A Comparative Study of Machine Learning and Deep Learning Methods
YouTube Spam Comment Detection Using Transfer Learning and Machine Learning Algorithms

E-Commerce & Retail

Machine Learning-Based Product Recommendation System
AI-Powered Customer Purchase Prediction
Inventory Demand Forecasting Using Machine Learning
Predicting Customer Lifetime Value Using AI
Machine Learning Model for Price Optimization in Retail
AI-Based Online Shopping Behavior Analysis

Industrial & Automation

Predictive Maintenance Using Machine Learning
Machine Learning-Based Energy Consumption Forecasting
AI-Powered Quality Control in Manufacturing
Industrial Equipment Failure Prediction Using Python
Machine Learning Model for Smart Factory Automation
Cluster Head Selection Algorithm Using Machine Learning
Enhanced Fishermen Safety and Communication Using Machine Learning in Electromagnetic Water Networks

Transportation & IoT

Real-Time Traffic Prediction Using Machine Learning
AI-Powered Vehicle Accident Prediction System
Machine Learning for Fleet Management Optimization
Predicting Public Transport Usage Using AI
Smart Parking System Using Machine Learning

AI, ML, & Research Innovations

Improving Software Defects Detection: Machine Learning Methods and Static Analysis Tools
IEEE Guide for an Architectural Framework for Blockchain-Based Federated Machine Learning
CiteSpace-Based Visualization and Analysis of Support Vector Machines in AI and Machine Learning
A Review on Applications of Machine Learning and Deep Learning Algorithms for Image Recognition
A Model for Leishmaniasis Disease Classification Using Machine Learning and Deep Learning
Dynamic Algorithmic Configuration for Enhanced Malware Detection
Classification Error Bound for Low Bayes Error Conditions in Machine Learning
From 5G to 6G: Role of AI, Machine Learning, and Deep Learning in Wireless Systems
Prediction Model for Minimum Miscibility Pressure in CO2-Oil Using Automated Machine Learning
Adversarial Machine Learning Attacks Against Network Intrusion Detection Systems

Environment & Miscellaneous

Machine Learning-Based Weather Forecasting System
AI-Powered Fraud Detection in Online Transactions
Predicting Sports Match Outcomes Using Machine Learning
Machine Learning Model for Energy Efficiency Optimization
AI-Based Movie Recommendation System
Predicting Housing Prices Using Machine Learning
Machine Learning-Powered Crop Yield Prediction

Explore More ML & AI Project Ideas:
Looking for more innovative Machine Learning and AI project ideas for BTech, MTech, MCA, or other engineering courses?
Check out the full list here: IT Educations – ML & AI Project Ideas

Monday, 25 August 2025