M0 · ~5hFREE
Foundations
Exercise set + starter challenge
CONCEPTS · AI Fundamentals
1What Even Is AI? AI vs. ML vs. Deep LearningT22How Models Learn: Training vs. InferenceT23What Is an LLM?T24Tokens — the Currency of EverythingT15Why AI Output Is Probabilistic (and Why It Changes How You Build)T16Hallucination — Why Models Make Things UpT27What AI Is Genuinely Good and Bad At — a Capability MapT18AI Systems vs. Traditional Software — the Mindset ShiftT19Where AI Fits in a Product (and Where It Shouldn't)T110Responsible AI Basics for BuildersT1
CHALLENGES