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Carte Modern Deep Learning Design and Application Development Andre Ye

Modern Deep Learning Design and Application Development

Versatile Tools to Solve Deep Learning Problems

Autor: Andre Ye
Limbă: engleză
Legare: Carte broșată
Editura: APress
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
263.26 lei
Learn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, pr...

Informații despre carte

Autor
Andre Ye
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2021
Pagini
451
EAN
9781484274125
ISBN
1484274121
Enbook ID
37031718
Editura
APress
Greutate
891
Dimensiuni
178 x 254 x 26

Descriere completă

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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