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AI Engineering

Probability and distributions

Reason about uncertainty and common distributions used in AI.

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Where this chapter sits in the course

Lessons

Chapter 10 of 25 · 6 short lessons · 22 min
  1. 1Events and probabilities3 min
  2. 2Conditional probability4 min
  3. 3Binary outcome distributions3 min
  4. 4Normal distributions3 min
  5. 5Expected value3 min
  6. 6Challenge: Probability and distributions6 min

What you'll learn

  • Calculate and interpret conditional probabilities
  • Use common distributions to describe uncertain outcomes

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