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TensorFlow Machine Learning Cookbook

Name: TensorFlow Machine Learning Cookbook
Brand: Packt Publishing Limited
SKU: 16050552
Price: 59.79 EUR
Availability: InStock
Author: Nick McClure
ISBN: 9781786462169

Nick McClure

Language

English

Book Paperback

Libristo code: 16050552

Publishers Packt Publishing Limited, February 2017

Explore machine learning concepts using the latest numerical computing library - TensorFlow - with t... Full description

Libristo code: 16050552

146 b

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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.