TensorFlow Machine Learning Cookbook
(Paperback)

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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.

Explore machine learning concepts using the latest numerical computing library - TensorFlow - with the help of this comprehensive cookbook About This Book * Your quick guide to implementing TensorFlow in your day-to-day machine learning activities * Learn advanced techniques that bring more accuracy and speed to machine learning * Upgrade your knowledge to the second generation of machine learning with this guide on TensorFlow 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. What You Will Learn * Become familiar with the basics of the TensorFlow machine learning library * Get to know Linear Regression techniques with TensorFlow * Learn SVMs with hands-on recipes * Implement neural networks and improve predictions * Apply NLP and sentiment analysis to your data * Master CNN and RNN through practical recipes * Take TensorFlow into production In Detail 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. Style and approach This book takes a recipe-based approach where every topic is explicated with the help of a real-world example.

AuthorNick McClure
BindingPaperback
EAN9781786462169
FormatImport
ISBN1786462168
Height925 mm
Length750 mm
Width84 mm
LanguageEnglish
Language TypePublished
Number Of Pages370
Product GroupBook
Publication Date2017-01-31
PublisherPackt Publishing Limited
StudioPackt Publishing Limited
Sales Rank21615

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General information about TensorFlow Machine Learning Cookbook
  • The author associated with TensorFlow Machine Learning Cookbook is Nick McClure.
  • The EAN for TensorFlow Machine Learning Cookbook is 9781786462169.
  • The format for TensorFlow Machine Learning Cookbook is Import.
  • The ISBN for TensorFlow Machine Learning Cookbook is 1786462168.
  • The height for TensorFlow Machine Learning Cookbook is 925 mm.
  • The length for TensorFlow Machine Learning Cookbook is 750 mm.
  • The width for TensorFlow Machine Learning Cookbook is 84 mm.
  • The language for TensorFlow Machine Learning Cookbook is English.
  • The binding of TensorFlow Machine Learning Cookbook is Paperback.
  • The number of pages for TensorFlow Machine Learning Cookbook are 370.
  • TensorFlow Machine Learning Cookbook is grouped in Book group of products.
  • The publication date for TensorFlow Machine Learning Cookbook is 2017-01-31.
  • The publisher for TensorFlow Machine Learning Cookbook is Packt Publishing Limited.
  • The producer for TensorFlow Machine Learning Cookbook is Packt Publishing Limited.
  • The sales rank for TensorFlow Machine Learning Cookbook is 21615.