This is CS50

CS50 AI: Introduction to Artificial Intelligence with Python

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  • Weeks
  • Week 0: Search
  • Week 1: Knowledge
  • Week 2: Uncertainty
  • Week 3: Optimization
  • Week 4: Learning
  • Week 5: Neural Networks
  • Week 6: Language

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  • Problem Set 1
  • Problem Set 2
  • Problem Set 3
  • Problem Set 4
  • Problem Set 5
  • Problem Set 6

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Week 2 Uncertainty

Watch the lecture

Video: https://www.youtube.com/watch?v=5NgNicANyqM

Week 2 Uncertainty

Probability. Conditional Probability. Random Variables. Independence. Bayes’ Rule. Joint Probability. Bayesian Networks. Sampling. Markov Models. Hidden Markov Models.

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