Modern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems

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Free DownloadModern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems

Modern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems
English | 2021 | ISBN: 1484274121 | 463 pages | True (PDF,EPUB) | 27.63 MB

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.

What is the Filename:Modern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems
The File is created by:Amazon
License:Public Domain
Edition:Digital edition
Original cover:Yes
Last revision:2021
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Download Link: Modern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems

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