Machine Learning Algorithms in Depth - Vadim Smolyakov

Descriere Machine Learning Algorithms in Depth - Vadim Smolyakov

Develop a mathematical intuition for how machine learning algorithms work so you can improve model performance and effectively troubleshoot complex ML problems. \nMachine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today. With a particular emphasis on probability-based algorithms, you'll learn the fundamentals of Bayesian inference and deep learning. \n \nFor each category of algorithm, you'll go from math-first principles to a hands-on implementation in Python, exploring dozens of examples from across all the fields of machine learning. Each example is accompanied by worked-out derivations and details, as well as insightful code samples and graphics. \n \nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n

Detalii

Brand

Manning Publications

Categorie

ENSTK

EAN / GTIN

9781633439214

Magazine

1

Disponibilitate

in stock