Curriculum · 10 lessons
- Welcome — What This Course Is AboutWhy this course exists — and the operator mindset you walk away with.3 min
- AI, ML, and LLMs — The MapAI, ML, LLM — the three words everyone mixes up, finally untangled.5 min
- How an LLM Actually WorksNext-word prediction: why AI sounds fluent, and why it makes things up.6 min
- Tokens, Context Windows & Why AI ForgetsTokens and the context window — the real reason AI forgets.6 min
- Hallucination & Knowledge LimitsConfident isn't correct. How to catch and avoid hallucinations.6 min
- Prompting That Actually WorksThe anatomy of a prompt that actually works.6 min
- Memory, Projects & System PromptsSystem prompts, memory and projects — stop re-explaining yourself.5 min
- RAG — Teaching AI What It Doesn't KnowRAG: hand AI the facts so it stops guessing.5 min
- Tools, Connectors, Plugins & MCPsTools, connectors, plugins, MCPs — what each one unlocks.5 min
- What AI Is Good At (and What It's Not)What AI is great at, what still needs you. The mindset shift.5 min
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