عنوان

Learning TensorFlow :

Erroneous ISBN

9781491978511

Title Proper

Learning TensorFlow :

General Material Designation

[Book]

Other Title Information

a guide to building deep learning systems /

First Statement of Responsibility

Tom Hope, Yehezkel S. Resheff, and Itay Lieder.

Edition Statement

First edition.

Place of Publication, Distribution, etc.

Sebastopol, CA :

Name of Publisher, Distributor, etc.

O'Reilly Media,

Date of Publication, Distribution, etc.

2017.

Specific Material Designation and Extent of Item

1 online resource (1 volume) :

Other Physical Details

illustrations

Text of Note

Includes index.

Text of Note

Introduction -- Go with the flow : up and running with TensorFlow -- Understanding TensorFlow basics -- Convolution neural networks -- Text I : working with text and sequences, and TensorBoard visualization -- Text II : word vectors, advanced RNN, and embedding visualization -- TensorFlow abstractions and simplifications -- Queues, threads, and reading data -- Distributed TensorFlow -- Exporting and serving models with TensorFlow.

0

Text of Note

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language processing (NLP), speech recognition, and general predictive analytics. Authors Tom Hope, Yehezkel Resheff, and Itay Lieder provide a hands-on approach to TensorFlow fundamentals for a broad technical audience--from data scientists and engineers to students and researchers. You'll begin by working through some basic examples in TensorFlow before diving deeper into topics such as neural network architectures, TensorBoard visualization, TensorFlow abstraction libraries, and multithreaded input pipelines. Once you finish this book, you'll know how to build and deploy production-ready deep learning systems in TensorFlow.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

CL0500000886

TensorFlow (Electronic resource)

Artificial intelligence.

Machine learning.

Artificial intelligence.

Machine learning.

Number

Edition

Class number

Hope, Tom, (Data scientist)

Lieder, Itay

Resheff, Yehezkel S.

Date of Transaction

20200823033100.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y