Probabilities & Statistics Cheat Sheet

This cheat sheet is specifically created for Machine Learning / Deep Learning Engineers. Although, it can be used by other people however, it is designed for them. Topics you can find in this cheat are as follows:

  • Introduction to Probability and Combinatorics
  • Conditional Probability (Bayes Rules)
  • Random Variable
  • Expectation and Moments of Distribution
  • Marginal Density and Cumulative Distribution
  • Parameter Estimation