Learning roadmap· 100% match
AI Literacy 101
What models actually are, what they can’t do, and when to trust them.
4 stages~6 h
That leaves 4 stages, ~6 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
- Conceptstokenstraining-dataparametersautoregressioncompletionPractice quizzes
- LLM tokens and tokenization
- how training data shapes outputs
Lab taskA single-page explainer "What is an LLM in 2 minutes" with a live tokenizer demo.
CheckpointYou can describe what happens when you press Enter, in 30 seconds, to a smart non-technical person.
What you'll be able to do
- Spot a hallucination in 10 seconds.
- Pick the right model for the task without guessing.
- Explain to a non-technical friend what an LLM actually is.
Or try a related path