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UCSanDiegoX DSE210x: Probability and Statistics in Data Science using Python

  • sets and counting
  • discrete probability
  • general discrete probability spaces
  • random variables
  • pairs of random variables
  • common distributions
  • central limit theorem
  • hypothesis testing
  • PCA and regression
  • entropy and compression