Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python

Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python
PDF
  • eBook:
    Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python
  • Author:
    Avinash Manure, Pramod Singh
  • Edition:
    -
  • Categories:
  • Data:
    2020-03-15
  • ISBN:
    1484255577
  • ISBN-13:
    9781484255575
  • Language:
    English
  • Pages:
    195
  • Format:
    PDF

Book Description

Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python by Avinash Manure, Pramod Singh

Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples.The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learning models using TensorFlow 2.0. It also demonstrates how to build models using customer estimators. Further, it explains how to use TensorFlow 2.0 API to build machine learning and deep learning models for image classification using the standard as well as custom parameters.
You’ll review sequence predictions, saving, serving, deploying, and standardized datasets, and then deploy these models to production. All the code presented in the book will be available in the form of executable scripts at Github which allows you to try out the examples and extend them in interesting ways.
What You’ll Learn
  • Review the new features of TensorFlow 2.0
  • Use TensorFlow 2.0 to build machine learning and deep learning models
  • Perform sequence predictions using TensorFlow 2.0
  • Deploy TensorFlow 2.0 models with practical examples
Who This Book Is For
Data scientists, machine and deep learning engineers.

Content

Chapter 1: Introduction to TensorFlow 2.0
Chapter 2: Supervised Learning with TensorFlow
Chapter 3: Neural Networks and Deep Learning with TensorFlow
Chapter 4: Images with TensorFlow
Chapter 5: Natural Language Processing with TensorFlow 2.0
Chapter 6: TensorFlow Models in Production
Download

Download in .PDF format



Add comments
Прокомментировать
Введите код с картинки:*
reload, if the code cannot be seen
Copyright © 2019