Название: Probability for Machine Learning: Discover How To Harness Uncertainty With Python
Автор: Джейсон Браунли
Издательство: Machine Learning Mastery
Год: 2020
Формат: PDF
Страниц: 319
Размер: 10 Mb
Язык: English

Probability is the bedrock of machine learning. You cannot develop a deep understanding and application of machine learning without it.
Cut through the equations, Greek letters, and confusion, and discover the topics in probability that you need to know.
Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover the importance of probability to machine learning, Bayesian probability, entropy, density estimation, maximum likelihood, and much more.