Book

TensorFlow Machine Learning Cookbook

This book will help you overcome any problem you might come across while training and deploying machine learning models using the recently released Tensorflow. This book includes recipes on important machine learning concepts such as supervised and unsupervised learning, as well as neural networks and their real-world applications.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

14h4m

Language

English

About Book

Who Is This Book For?

If you are a data scientist or a machine learning engineer with some knowledge of linear algebra, statistics, and machine learning, this book is for you. If you want to skip the theory and build production-ready machine learning models using Tensorflow without reading pages and pages of material, this book is for you. Some background in Python programming is assumed.

Book content

chapters 14h4m total length

Getting Started with TensorFlow

The TensorFlow Way

Linear Regression

Support Vector Machines

Nearest Neighbor Methods

Neural Networks

Natural Language Processing

Convolutional Neural Networks

Recurrent Neural Networks

Taking TensorFlow to Production

More with TensorFlow

Related Resources

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