1. Customer Churn Prediction using Logistic Regression
2. House Price Prediction with Linear Regression and Feature Engineering
3. Sentiment Analysis of Movie Reviews using NLP
4. Credit Card Fraud Detection with Anomaly Detection
5. Stock Price Prediction using LSTM Neural Networks
6. Image Classification with CNN (Cats vs Dogs)
7. Recommendation System for Movies using Collaborative Filtering
8. Sales Forecasting using Time Series Analysis (ARIMA)
9. Diabetes Prediction using Decision Trees and Random Forest
10. Text Summarization using Transformers (BERT)
11. Fake News Detection with Naive Bayes and TF-IDF
12. Customer Segmentation using K-Means Clustering
13. Traffic Sign Recognition using Deep Learning
14. Heart Disease Prediction with Ensemble Methods
15. Spam Email Classification using SVM
16. Handwritten Digit Recognition with MNIST Dataset
17. Wine Quality Prediction using Regression Models
18. Object Detection in Images using YOLO
19. Chatbot Development with NLP and Seq2Seq Models
20. Bitcoin Price Prediction using GRU
21. Employee Attrition Analysis with HR Data
22. Crop Yield Prediction using Satellite Data
23. Face Mask Detection using Computer Vision
24. Music Genre Classification from Audio Features
25. Predictive Maintenance for Industrial Equipment
26. Loan Eligibility Prediction using Classification
27. Road Accident Severity Prediction
28. Breast Cancer Diagnosis with SVM and PCA
29. E-commerce Product Recommendation Engine
30. Weather Forecasting using Historical Data
31. Speech Emotion Recognition using MFCC and RNN
32. Phishing Website Detection with Machine Learning
33. Energy Consumption Forecasting in Buildings
34. Twitter Sentiment Analysis during Elections
35. Plant Disease Detection from Leaf Images
36. Credit Risk Assessment using XGBoost
37. Real-Time Face Recognition System
38. Movie Success Prediction based on Budget and Genre
39. Air Quality Index Prediction using Time Series
40. Human Activity Recognition using Smartphone Sensors
41. Insurance Claim Fraud Detection
42. Topic Modeling on News Articles using LDA
43. Sign Language Recognition with CNN
44. Gold Price Prediction using Regression
45. Student Performance Prediction using Educational Data
46. Pneumonia Detection from Chest X-rays
47. Intrusion Detection System using Network Traffic
48. Restaurant Rating Prediction with NLP
49. Solar Energy Production Forecasting
50. Emotion Detection from Facial Expressions
51. Bank Marketing Campaign Success Prediction
52. Wildfire Risk Prediction using Geospatial Data
53. Gesture Recognition using Accelerometer Data
54. Medical Insurance Cost Prediction
55. Hate Speech Detection on Social Media
56. Soil Fertility Classification for Agriculture
57. Driver Drowsiness Detection using Eye Blink
58. Book Genre Classification from Summaries
59. Wind Energy Output Prediction
60. Customer Lifetime Value Prediction
61. Lung Cancer Survival Rate Prediction
62. Named Entity Recognition (NER) with spaCy
63. Traffic Congestion Prediction using IoT Data
64. Skin Cancer Detection using Dermoscopy Images
65. Electricity Price Forecasting
66. Product Defect Detection in Manufacturing
67. Question Answering System using BERT
68. Flood Prediction using Rainfall and River Data
69. Video Summarization using Deep Learning
70. Mental Health Prediction from Social Media Posts
71. Cricket Match Win Prediction
72. Malaria Cell Detection in Microscopic Images
73. Supply Chain Demand Forecasting
74. Sarcasm Detection in Text using NLP
75. Parkinson’s Disease Detection from Voice
76. Urban Sound Classification
77. COVID-19 Case Prediction using SIR Model
78. Fashion Item Recommendation System
79. Alzheimer’s Disease Prediction from MRI Scans
80. Water Quality Prediction for Rivers
81. Click-Through Rate (CTR) Prediction for Ads
82. Bird Species Identification from Audio
83. Kidney Disease Prediction
84. Language Translation using Transformer Models
85. Forest Cover Type Prediction
86. Autonomous Vehicle Lane Detection
87. Drug Review Sentiment Analysis
88. Earthquake Magnitude Prediction
89. Video Game Sales Prediction
90. Glaucoma Detection from Retinal Images
91. Airline Passenger Satisfaction Analysis
92. Rainfall Prediction using Weather Data
93. Fake Profile Detection on Social Networks
94. Battery Life Prediction for Electric Vehicles
95. Poetry Generation using LSTM
96. Liver Disease Prediction
97. Smart Grid Load Forecasting
98. Fish Species Classification from Underwater Images
99. Credit Score Prediction Model
100. Human Pose Estimation in Videos