Modern Deep Learning Design and Application Development

Name: Modern Deep Learning Design and Application Development
Brand: APress
SKU: 9781484274125
Price: 44.49 EUR
Availability: InStock

Versatile Tools to Solve Deep Learning Problems

Autor: Andre Ye

Jazyk:

Väzba: Brožovaná

Vydavateľ: APress

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

44.49 €

Learn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, pr...

Informácie o knihe

Autor

Andre Ye

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

451

EAN

9781484274125

ISBN

1484274121

Enbook ID

37031718

Vydavateľ

APress

Hmotnosť

891

Rozmery

178 x 254 x 26

Kompletný popis

Learn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, practical implementation methods, and deep-learning case studies, this book reveals how to acquire the tools you need to design and implement like a deep-learning architect. It covers tools deep learning engineers can use in a wide range of fields, from biology to computer vision to business. With nine in-depth case studies, this book will ground you in creative, real-world deep learning thinking. You'll begin with a structured guide to using Keras, with helpful tips and best practices for making the most of the framework. Next, you'll learn how to train models effectively with transfer learning and self-supervised pre-training. You will then learn how to use a variety of model compressions for practical usage. Lastly, you will learn how to design successful neural network architectures and creatively reframe difficult problems into solvable ones. You'll learn not only to understand and apply methods successfully but to think critically about it.

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Modern Deep Learning Design and Application Development

Versatile Tools to Solve Deep Learning Problems

Informácie o knihe

Kompletný popis

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