AI 🤖

Artificial Intelligence, Machine Learning, and Generative AI.

Sections

Core Concepts

• AI Inner Workings - How LLMs work
• Prompt Engineering
• AI vs ML vs GenAI

RAG & Agents

• RAG (Retrieval Augmented Generation)
• Model Context Protocol (MCP)

Local AI

• Running AI Locally

AWS AI Services

• AWS AI Services - SageMaker, Bedrock
• SageMaker

Related

• AWS - SageMaker, Bedrock for cloud AI
• Linux - GPU setup, running inference servers
• DevOps - CI/CD for ML pipelines