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Stage 1beginner28 min

AI Fundamentals

Start here. Learn what AI means, how machine learning differs from the rules-based software you already use, and what today's systems can and cannot do.

Start with What is artificial intelligence?

Lessons

  1. What is artificial intelligence?A working definition you can actually use, and why the word covers so many different things.6 min
  2. AI, machine learning and deep learningThree terms used interchangeably in the press that mean three genuinely different things.7 min
  3. Training and inferenceThe two completely different phases of a model's life — and why confusing them causes most misunderstandings about AI.7 min
  4. What AI is good at — and what it is notAn honest map of where these systems earn their keep and where they quietly fail.8 min