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Statistics_for_machine_learning

  • Different statstical terminologies used in machine learning are given
  • Different sampling distributions like Binomial, Bernoulli, Poission, normal, uniform are discussed via assignments using different datasets.
  • Central limit theorem
  • Hypothesis testing
  • Ztests
  • t tests
  • Chisquare tests
  • Anova tests