Dr. Sagar H P
Projects
Resume
AI Notes
Contents
Setup
vscode terminal settings
Version Control using Git
Foundations
Basics of AI and ML
Types of ML models
modeling guidelines
Supervised Learning
Linear Regression
Classification models
Tree models
Neural networks
Evaluating machine learning models
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