Applied Deep Learning with TensorFlow 2, 2nd Edition

Learn to Implement Advanced Deep Learning Techniques with Python



Bookstore > Books > Applied Deep Learning with TensorFlow 2, 2nd Edition

Price$48.23 - $58.10
Rating
AuthorUmberto Michelucci
PublisherApress
Published2022
Pages380
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484280199
ISBN-139781484280195
EBook Hardcover Paperback

Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.

This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, optimization, metric analysis, and hyper-parameter tuning. In addition, you will learn the fundamentals ideas behind autoencoders and generative adversarial networks.

All the code presented in the book will be available in the form of Jupyter notebooks which would allow you to try out all examples and extend them in interesting ways. A companion online book is available with the complete code for all examples discussed in the book and additional material more related to TensorFlow and Keras. All the code will be available in Jupyter notebook format and can be opened directly in Google Colab (no need to install anything locally) or downloaded on your own machine and tested locally.


  1. (2 books)



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