---
sidebar_position: 2
tags: [AI]
---

# AI

## Foundations

- [Math](./math/math.md) - Mathematical foundations: linear algebra, analysis, statistics, quantum mechanics
- [Python](./python/python.md) - Python for AI

## Paradigms

- [Machine Learning](./ml/ml.md) - Traditional machine learning
- [Deep Learning](./dl/dl.md) - Neural networks: foundations, architectures, attention mechanisms
- [Reinforcement Learning](./rl/rl.md) - Reinforcement learning

## Generative AI

- [Large Language Model](./llm/llm.md) - LLM fundamentals, training, fine-tuning, RAG, and reasoning
- [Prompt Engineering](./prompt/prompt.md) - Prompt engineering, prompts collection, and recipes
- [Agent](./agent/agent.md) - AI agent architecture, patterns, tooling, and MCP
