snehavijayan175 / great-learning-academic-projects Goto Github PK

This Contains All the ML & AI Projects that I have done while understanding Concepts during my Academic Course

1. Supervised Learning – • Medical : Patient Condition Prediction • Banking : Predicting Loan Eligibility
2. Unsupervised Learning – • Automobile : Segment Categorization Of Cars • Automobile : Vehicle Silhouette Classification
3. Ensemble Techniques – • Telecom : Customer Churn Probability Classification • Telecom : Customer Churn Probability Classification : Modularization For Maintainability
4. Feature Engineering & Elimination, Model Selection & Tuning - • Semiconductor Industry : Manufacturing Process Yield Prediction
5. Recommendation Systems – • Smartphone, Electronics : Mobile Phone Recommendation System
6. Neural Networks ANN – • Electronics & Communication : Signal Quality Prediction • Autonomous Vehicles : SVHN Photograph Digit Classification
7. Computer Vision – • Botanical Research : Plant Species 3D Image Classification • Entertainment : Masked Image Face Detection • Botanical Research : Flower Image Classification • Face Recognition : Masked Image Face Identification • Entertainment : Movie Cast & Crew Classification : Image Dataset Creation For Classification
8. Natural Language Processing – • Digital Content Management : Blog Topic Classification • Social Media Analytics : Sarcasm Detection • Customer Support : Interactive Semi - Rule Based Chatbot • Digital content and entertainment industry : IMDB Review Customer Sentiment Analysis