TensorFlow 2 Pocket Primer

TensorFlow 2 Pocket Primer
PDF
  • eBook:
    TensorFlow 2 Pocket Primer
  • Author:
    Oswald Campesato
  • Edition:
    -
  • Categories:
  • Data:
    September 18, 2019
  • ISBN:
    1683924606
  • ISBN-13:
    9781683924609
  • Language:
    English
  • Pages:
    252 pages
  • Format:
    PDF

Book Description
As part of the best-selling Pocket Primer series, this book is designed to introduce beginners to basic machine learning algorithms using TensorFlow 2. It is intended to be a fast-paced introduction to various “core” features of TensorFlow, with code samples that cover machine learning and TensorFlow basics. A comprehensive appendix contains some Keras-based code samples and the underpinnings of MLPs, CNNs, RNNs, and LSTMs. The material in the chapters illustrates how to solve a variety of tasks after which you can do further reading to deepen your knowledge. Companion files with all of the code samples are available for downloading from the publisher by emailing proof of purchase to info@merclearning.com.
Features:

  • Uses Python for code samples
  • Covers TensorFlow 2 APIs and Datasets
  • Includes a comprehensive appendix that covers Keras and advanced topics such as NLPs, MLPs, RNNs, LSTMs
  • Features the companion files with all of the source code examples and figures (download from the publisher)

Content

Chapter 1: Introduction to TensorFlow 2
Chapter 2: Useful TF 2 APIs
Chapter 3: TF2 Datasets
Chapter 4: Linear Regression
Chapter 5: Working with Classifiers

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