Top 20+ Machine Learning IEEE Project Titles 2025

 

Top 20+ Machine Learning IEEE Project Titles 2025

1. Machine Learning in Learning Analytics Dashboards: A Systematic Literature Review
2. Strip Steel Defect Detection Using Traditional and Deep Learning Models: A Comprehensive Investigation
3. Snow Forecasting with Machine Learning for Precision Weather Prediction
4. Air Quality Forecasting: Comparative Analysis Using Machine and Deep Learning
5. ML and DL Approaches for ADHD Diagnosis: A Comprehensive Analysis
6. Intrusion Detection on Android Devices Using Machine Learning Techniques
7. Hybrid Machine Learning Algorithm for Credit Card Fraud Detection
8. Machine Learning for Geological Mapping in Urban Remote Sensing
9. Food Classification Using Transfer Learning and Hybrid ML Models
10. Heart Disease Prediction Using Ant Colony Optimization and Machine Learning
11. Comparative Study of ML Techniques for Cardiovascular Forecasting
12. Predictive Crop Yield Modeling: A Review of Machine Learning Techniques
13. Machine Learning for Sustainable Energy and Climate Change Prediction
14. Diabetes Prediction Using Comparative Machine Learning Models
15. Speech Disorder Classification Using Voice Signals and ML
16. Machine Learning Techniques for Pediatric Pneumonia Treatment Enhancement
17. Genetic Disorder Prediction Using Advanced Machine Learning Techniques
18. Barcode Scanning with X-ray and Computer Vision Powered by ML
19. Personalized Disease Prediction Using End-to-End ML Recommendation Systems
20. Cloud Security Optimization: ML for Predicting and Preventing Vulnerabilities
21. Fake Review Detection for Online Platforms Using Scalable Machine Learning
22. Heart Disease Prediction Models Using ML and DL: A Survey
23. Parkinson’s Disease Severity Evaluation Using Machine Learning Classifiers
24. Scalable Neural Network Approach for Financial Fraud Detection
25. Comparative Study of ML Algorithms for Credit Card Fraud Detection
26. Dry Bean Classification with and without Hyperparameter Tuning in ML
27. Fraud Detection Using KNC, SVC, and Decision Tree Algorithms
28. YouTube Spam Detection: Comparing Deep Learning and Machine Learning
29. Social Media Predictive Modeling Using Machine Learning
30. Malicious URL Detection on Twitter Using Machine Learning
31. Lung Disease Prediction: Comparative ML and DL Analysis
32. ML-Based Performance Analysis of IT Professionals in Adaptive E-Learning
33. Enhancements in Optical Metrology with Machine Learning Techniques
34. Real-Time Student Engagement Monitoring with ML and Computer Vision
35. Boosting Algorithms for Student Performance Prediction in E-Learning
36. Mold Machining Error Analysis Using Machine Learning
37. Liver Cirrhosis Prediction Using XGBoost and Voting-Based ML Techniques
38. Arabic Email Spam Detection Using ML and DL: A Comparative Approach
39. Resource Cost Optimization Using Machine Learning Techniques
40. Digital Supply Chain Optimization Based on Machine Learning
41. Banking Fraud Detection Using Machine Learning Algorithms
42. Coverage-Driven Verification Optimization Using ML and PyUVM
43. Cognitive Decline Risk Prediction Using ML and Blood Biomarkers
44. Quantum Machine Learning: Bridging Quantum Computing and ML
45. Human Activity Recognition for Elderly Using Wearable Sensor ML Models
46. Dopamine Detection via Doped Carbon Quantum Dots and Machine Learning
47. Hypertension Risk Stratification Using Logistic Regression and XGBoost
48. Optimizing Power Consumption in Smart Buildings Using ML Algorithms
49. Air Quality Prediction: Comparison of ML, DL, and Extreme Learning Machines