This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and ...

1_Card_Probability.ipynb - Determine the probability of drawing either a heart or a spade from a standard deck of 52 playing cards. 2_Die_Prime_or_Even.ipynb - Explore the probability of rolling ...