Are you a Computer Science (CSE) student searching for the best AI/ML project ideas in 2025? Whether you’re preparing for your final year, a hackathon, or a resume booster, choosing the right project is crucial.
In this article, we’ve curated a list of industry-relevant, beginner to advanced, and high-scoring AI/ML projects — specially designed for CSE students to stand out in their academic journey and career.
Stock Price Prediction Using Sentiment Analysis
Best AI/ML Projects for CSE
1. Virtual Question Answering System
2. Bot Detection on Social Media
3. Crypto Price Prediction
4. Fake News Detection using LSTM
5. Stock Price Prediction Using Sentiment Analysis
6. Sentiment Analysis of Social Media Posts
7. Tax Prediction Using Machine Learning
8. Energy Demand Prediction
9. Water Demand Prediction Using Machine Learning
10. Food Calorie Estimation with Deep Learning
11. Air Pollution Hotspot Detection
12. Plant Growth Prediction
13. Fruit Ripening Detection
14. Early Detection Of Insects in Agriculture
15. Plant Disease Detection
16. Chronic Kidney Disease Detection
17. Alzhimer and Parkinsons Disease Detection
18. Cervical Spine Fracture Detection
19. Epileptic Seizure Detection Using Deep Learning
20. Depression Detection with Chatbot
21. Mental Health Prediction
22. Multiple Disease Prediction System using Machine Learning
23. Driver Drowsiness Detection and Monitoring System to Prevent Road Accidents
24. Pothole Detection and Driver Monitoring System
25. Fire Detection Using Deep Learning
26. Fake Currency Detection
27. Speech Emotion Recognition
28. Human Activity Recognition
29. Yoga Pose Detection
30. Criminal Identification Using Deep Learning
31. Missing Person Identification
32. Touchless Heartbeat Measurement
33. Object Detection with TensorFlow
34. Image Caption Generator
35. Automatic Face Mask Detection System
36. Network Attack Detection Using ML/DL
37. Phishing Email Detection
38. Online Voting Machine
39. Bank Locker Security Using Face and Liveliness Detection
40. Customer Churn Prediction
41. Employee Performance and Attrition Prediction
42. Loan Approval Prediction
43. Credit Card Fraud Detection
44. Flight Price Prediction
45. Traffic Prediction and Management System
46. Density Based Traffic Control
47. Chatbot for Customer Service
48. Virtual Assistance For Banking System
49. Video Content List Generation
50. Handwritten Digit Recognition
Conclusion
Choosing the right machine learning project can shape your future. Focus on projects that match your interest, solve real problems, and showcase your skills. Need personalized guidance? We’re here to help!
Need more project ideas? Or decided your project topic? Chat with an expert instantly!
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