🤖 50 Machine Learning Project Ideas

Looking to strengthen your Machine Learning portfolio? Here are 50 project ideas ranging from beginner to advanced.

🟢 Beginner
1. Iris Flower Classification
2. Titanic Survival Prediction
3. House Price Prediction
4. Student Score Prediction
5. Spam Email Detection
6. Movie Recommendation System
7. Customer Churn Prediction
8. Loan Approval Prediction
9. Wine Quality Prediction
10. Diabetes Prediction
11. Heart Disease Prediction
12. Car Price Prediction
13. Salary Prediction
14. Fake News Detection
15. Handwritten Digit Recognition

🟡 Intermediate
16. Sentiment Analysis on Reviews
17. Stock Price Prediction
18. Sales Forecasting
19. Credit Card Fraud Detection
20. Image Classification
21. Dog vs Cat Classifier
22. Traffic Sign Recognition
23. Face Mask Detection
24. Customer Segmentation
25. Music Recommendation System
26. Crop Recommendation System
27. Disease Prediction System
28. Energy Consumption Prediction
29. Resume Screening System
30. News Topic Classification
31. Emotion Detection from Text
32. Fake Job Posting Detection
33. Credit Risk Analysis
34. Movie Genre Classification
35. Flight Fare Prediction

🔴 Advanced
36. Object Detection with YOLO
37. Face Recognition Attendance System
38. AI Chatbot with NLP
39. Image Caption Generator
40. Speech Emotion Recognition
41. Plant Disease Detection
42. Brain Tumor Detection
43. Sign Language Recognition
44. AI Resume Analyzer
45. Medical Image Classification
46. Autonomous Lane Detection
47. Human Activity Recognition
48. DeepFake Detection
49. RAG-Based Question Answering System
50. AI Virtual Assistant

💡 Which Machine Learning project are you planning to build next? Let us know in the comments! 👇

@datascience_bds