GitHub - snehavijayan175/Great-Learning-Academic-Projects: 18 Projects in AI & ML

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

Supervised Learning – • Medical : Patient Condition Prediction • Banking : Predicting Loan Eligibility
Unsupervised Learning – • Automobile : Segment Categorization Of Cars • Automobile : Vehicle Silhouette Classification
Ensemble Techniques – • Telecom : Customer Churn Probability Classification • Telecom : Customer Churn Probability Classification : Modularization For Maintainability
Feature Engineering & Elimination, Model Selection & Tuning - • Semiconductor Industry : Manufacturing Process Yield Prediction
Recommendation Systems – • Smartphone, Electronics : Mobile Phone Recommendation System
Neural Networks ANN – • Electronics & Communication : Signal Quality Prediction • Autonomous Vehicles : SVHN Photograph Digit Classification
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
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

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
Automobile _ Segment Categorization Of Cars.ipynb		Automobile _ Segment Categorization Of Cars.ipynb
Automobile _ Vehicle Silhouette Classification.ipynb		Automobile _ Vehicle Silhouette Classification.ipynb
Autonomous Vehicles _ SVHN Photograph Digit Classification.ipynb		Autonomous Vehicles _ SVHN Photograph Digit Classification.ipynb
Banking _ Predicting Loan Eligibility.ipynb		Banking _ Predicting Loan Eligibility.ipynb
Botanical Research _ Flower Image Classification.ipynb		Botanical Research _ Flower Image Classification.ipynb
Botanical Research _ Plant Species 3D Image Classification.ipynb		Botanical Research _ Plant Species 3D Image Classification.ipynb
Customer Support _ Semi-Rule Based Interactive Chatbot.ipynb		Customer Support _ Semi-Rule Based Interactive Chatbot.ipynb
Digital Content & Entertainment _ IMDB Review Customer Sentiment Analysis.ipynb		Digital Content & Entertainment _ IMDB Review Customer Sentiment Analysis.ipynb
Digital Content Management _ Blog Topic Classification.ipynb		Digital Content Management _ Blog Topic Classification.ipynb
Electronics & Communication _ Signal Quality Prediction.ipynb		Electronics & Communication _ Signal Quality Prediction.ipynb
Entertainment _ Masked Image Face Detection.ipynb		Entertainment _ Masked Image Face Detection.ipynb
Entertainment _ Movie Cast & Crew Classification _ Image Dataset Creation For Classification.ipynb		Entertainment _ Movie Cast & Crew Classification _ Image Dataset Creation For Classification.ipynb
Face Recognition _ Masked Image Face Identification.ipynb		Face Recognition _ Masked Image Face Identification.ipynb
Medical _ Patient Condition Prediction.ipynb		Medical _ Patient Condition Prediction.ipynb
README.md		README.md
Semiconductor Industry _ Manufacturing Process Yield Prediction.ipynb		Semiconductor Industry _ Manufacturing Process Yield Prediction.ipynb
Smartphone, Electronics _ Mobile Phone Recommendation System.ipynb		Smartphone, Electronics _ Mobile Phone Recommendation System.ipynb
Social Media Analytics _ Sarcasm Detection.ipynb		Social Media Analytics _ Sarcasm Detection.ipynb
Telecom _ Customer Churn Probability Classification _ Modularization For Maintainability.ipynb		Telecom _ Customer Churn Probability Classification _ Modularization For Maintainability.ipynb

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