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Deep Learning Projects Using TensorFlow 2

Neural Network Development with Python and Keras

Authors: Silaparasetty, Vinita

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  • Study diagrams, tables, flowcharts, and other such visual aids to interact visually with deep learning information
  • Troubleshoot deep learning projects 
  • Work through deep learning projects line-by-line to understand the concepts and build no them
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  • ISBN 978-1-4842-5802-6
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  • ISBN 978-1-4842-5801-9
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About this book

Work through engaging and practical deep learning projects using TensorFlow 2.0. Using a hands-on approach, the projects in this book will lead new programmers through the basics into developing practical deep learning applications. 
Deep learning is quickly integrating itself into the technology landscape. Its applications range from applicable data science to deep fakes and so much more. It is crucial for aspiring data scientists or those who want to enter the field of AI to understand deep learning concepts. 
The best way to learn is by doing. You'll develop a working knowledge of not only TensorFlow, but also related technologies such as Python and Keras. You'll also work with Neural Networks and other deep learning concepts. By the end of the book, you'll have a collection of unique projects that you can add to your GitHub profiles and expand on for professional application. 
What You'll Learn

  • Grasp the basic process of neural networks through projects, such as creating music
  • Restore and colorize black and white images with deep learning processes
Who This Book Is For
Beginners new to TensorFlow and Python. 

About the authors

Vinita Silaparasetty is a Data Scientist at Trendwise Analytics. Deep Learning is a topic she's passionate about, and she has experience working on deep learning projects and experimenting with neural networks. She aspires to share her love for deep learning with beginners and make it simple and easy to understand, so as to ignite a similar passion in them.

Table of contents (9 chapters)

Table of contents (9 chapters)

Buy this book

eBook $34.99
price for USA
  • ISBN 978-1-4842-5802-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $44.99
price for USA
  • ISBN 978-1-4842-5801-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Deep Learning Projects Using TensorFlow 2
Book Subtitle
Neural Network Development with Python and Keras
Authors
Copyright
2020
Publisher
Apress
Copyright Holder
Vinita Silaparasetty
eBook ISBN
978-1-4842-5802-6
DOI
10.1007/978-1-4842-5802-6
Softcover ISBN
978-1-4842-5801-9
Edition Number
1
Number of Pages
XXV, 421
Number of Illustrations
147 b/w illustrations
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works and instructor copies are not included.