Contents

Setup
- vscode terminal settings
- Version Control using Git
Foundations
Supervised Learning
Un-Supervised Learning
- Clustering
Computer Vision
- Intro to Computer Vision
Time Series
- Forecasting
- Anomaly Detection
Generative Models
- RAG
- Agentic AI

Types of ML models

The machine learning models are largely classified into following types:

Supervised ML models
Unsupervised ML models
Semi supervised models
Reinforcement learning models

ML Model Types

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