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TensorFlow Machine Learning Cookbook

Language EnglishEnglish
Book Paperback
Book TensorFlow Machine Learning Cookbook Nick McClure
Libristo code: 16050552
Publishers Packt Publishing Limited, February 2017
Explore machine learning concepts using the latest numerical computing library - TensorFlow - with t... Full description
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Explore machine learning concepts using the latest numerical computing library - TensorFlow - with the help of this comprehensive cookbook

Key Features





Book Description


TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and will let you dig deeper and gain more insights into your data than ever before. You'll work through recipes on training models, model evaluation, sentiment analysis, regression analysis, clustering analysis, artificial neural networks, and deep learning - each using Google's machine learning library TensorFlow.
This guide starts with the fundamentals of the TensorFlow library which includes variables, matrices, and various data sources. Moving ahead, you will get hands-on experience with Linear Regression techniques with TensorFlow. The next chapters cover important high-level concepts such as neural networks, CNN, RNN, and NLP.
Once you are familiar and comfortable with the TensorFlow ecosystem, the last chapter will show you how to take it to production.


What you will learn






Who this book is for


This book is ideal for data scientists who are familiar with C++ or Python and perform machine learning activities on a day-to-day basis. Intermediate and advanced machine learning implementers who need a quick guide they can easily navigate will find it useful.

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About the book

Full name TensorFlow Machine Learning Cookbook
Author Nick McClure
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 370
EAN 9781786462169
ISBN 1786462168
Libristo code 16050552
Weight 726
Dimensions 234 x 192 x 26
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