Essential Math for AI: Next-Level Mathematics for...

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Computers - Artificial Intelligence (AI)
Essential Math for AI: Next-Level...

Essential Math for AI: Next-Level Mathematics for Developing Efficient and Successful AI Systems

Name: Essential Math for AI: Next-Level Mathematics for Developing Efficient and Successful AI Systems
ISBN: 9781098107628

Hala Nelson

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This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems.

Categorías:

Computers - Artificial Intelligence (AI)

Año:

2023

Edición:

1st

Editorial:

O'Reilly Media, Inc.

Idioma:

english

Páginas:

602