Question: Why are statistics and probability so important in machine learning? Pick three of the distributions (Binomial distribution, normal distribution, Chi-square distribution introduction, gamma distribution, Poisson

  1. Why are statistics and probability so important in machine learning?
  2. Pick three of the distributions (Binomial distribution, normal distribution, Chi-square distribution introduction, gamma distribution, Poisson distribution, Exponential distribution, or Bivariate normal distribution) and give examples where each distribution is used.
  3. Give examples of programs on your computer or apps on your phone that are using probability and statistics.

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