AI Learning Topics
Curated learning paths that guide you through specific AI topics. Each path pulls together the most relevant lessons from across our curriculum.
AI for Beginners: The Complete Guide
Start your AI journey from zero. Understand how generative AI works, what LLMs do, and why it matters — explained without jargon in bite-sized lessons.
Prompt Engineering Guide: From Basics to Advanced
Master prompt engineering from first principles. Learn prompt anatomy, few-shot techniques, chain of thought, and structured outputs to get reliable AI results.
What Is RAG? Retrieval-Augmented Generation Explained
Understand RAG (Retrieval-Augmented Generation) from the ground up. Learn embeddings, vector search, chunking strategies, and how to give AI your own data.
AI Agents Explained: How Autonomous AI Works
Learn how AI agents work — from the agent loop and design patterns to multi-agent systems. Understand tool use, failure modes, and human-in-the-loop controls.
Learn Generative AI Free: Complete 7-Hour Curriculum
Free generative AI course covering LLMs, prompting, RAG, agents, MCP, safety, and more. 62 lessons across 12 milestones — no signup, no paywall, no catch.
AI Safety and Ethics: Hallucinations, Bias, and Guardrails
Learn about AI hallucinations, prompt injection, bias, guardrails, and responsible AI. Understand when AI fails, why it matters, and how to build safer systems.
Model Context Protocol (MCP): The Universal AI Connector
Understand MCP — the Model Context Protocol — and how it standardizes AI tool integration. Learn servers, clients, resources vs tools, and how to build with MCP.
Not sure where to start?
Start with AI for Beginners