This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes, thereby connecting theoretical concepts to concrete implementations. ukryj opis