skip to content
TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition. Preview this item
ClosePreview this item
Checking...

TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition.

Author: Nick McClure
Publisher: Birmingham : Packt Publishing Ltd, 2018.
Edition/Format:   eBook : Document : English : 2nd ed
Summary:
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.
Rating:

(not yet rated) 0 with reviews - Be the first.

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
McClure, Nick.
TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition.
Birmingham : Packt Publishing Ltd, ©2018
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Nick McClure
ISBN: 9781789130768 178913076X
OCLC Number: 1053808361
Notes: Introduction.
Description: 1 online resource (417 pages)
Contents: Cover; Title Page; Copyright and Credits; Dedication; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Getting Started with TensorFlow; Introduction; How TensorFlow works; Getting ready; How to do it ... ; How it works ... ; See also; Declaring variables and tensors; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Using placeholders and variables; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Working with matrices; Getting ready; How to do it ... ; How it works ... ; Declaring operations; Getting ready; How to do it ... ; How it works ... There's more ... Implementing activation functions; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Working with data sources; Getting ready; How to do it ... ; How it works ... ; See also; Additional resources; Getting ready; How to do it ... ; Chapter 2: The TensorFlow Way; Introduction; Operations in a computational graph; Getting ready; How to do it ... ; How it works ... ; Layering nested operations; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Working with multiple layers; Getting ready; How to do it ... ; How it works ... ; Implementing loss functions. Getting readyHow to do it ... ; How it works ... ; There's more ... ; Implementing backpropagation; Getting ready; How to do it ... ; How it works ... ; There's more ... ; See also; Working with batch and stochastic training; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Combining everything together; Getting ready; How to do it ... ; How it works ... ; There's more ... ; See also; Evaluating models; Getting ready; How to do it ... ; How it works ... ; Chapter 3: Linear Regression; Introduction; Using the matrix inverse method; Getting ready; How to do it ... ; How it works ... Implementing a decomposition methodGetting ready; How to do it ... ; How it works ... ; Learning the TensorFlow way of linear regression; Getting ready; How to do it ... ; How it works ... ; Understanding loss functions in linear regression; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Implementing deming regression; Getting ready; How to do it ... ; How it works ... ; Implementing lasso and ridge regression; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Implementing elastic net regression; Getting ready; How to do it ... ; How it works ... Implementing logistic regressionGetting ready; How to do it ... ; How it works ... ; Chapter 4: Support Vector Machines; Introduction; Working with a linear SVM; Getting ready; How to do it ... ; How it works ... ; Reduction to linear regression; Getting ready; How to do it ... ; How it works ... ; Working with kernels in TensorFlow; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Implementing a non-linear SVM; Getting ready; How to do it ... ; How it works ... ; Implementing a multi-class SVM; Getting ready; How to do it ... ; How it works ... ; Chapter 5: Nearest-Neighbor Methods.

Abstract:

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  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1053808361> # TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition.
    a schema:CreativeWork, schema:Book, schema:MediaObject ;
    library:oclcnum "1053808361" ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/9437888708#Place/birmingham> ; # Birmingham
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/enk> ;
    schema:about <http://dewey.info/class/006.31/e23/> ;
    schema:bookEdition "2nd ed." ;
    schema:bookFormat schema:EBook ;
    schema:creator <http://experiment.worldcat.org/entity/work/data/9437888708#Person/mcclure_nick> ; # Nick McClure
    schema:datePublished "2018" ;
    schema:description "Cover; Title Page; Copyright and Credits; Dedication; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Getting Started with TensorFlow; Introduction; How TensorFlow works; Getting ready; How to do it ... ; How it works ... ; See also; Declaring variables and tensors; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Using placeholders and variables; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Working with matrices; Getting ready; How to do it ... ; How it works ... ; Declaring operations; Getting ready; How to do it ... ; How it works ..."@en ;
    schema:description "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."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/9437888708> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://worldcat.org/entity/work/data/9437888708#CreativeWork/tensorflow_machine_learning_cookbook_over_60_recipes_to_build_intelligent_machine_learning_systems_with_the_power_of_python_2nd_edition> ;
    schema:name "TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition."@en ;
    schema:productID "1053808361" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/1053808361#PublicationEvent/birmingham_packt_publishing_ltd_2018> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/9437888708#Agent/packt_publishing_ltd> ; # Packt Publishing Ltd
    schema:url <http://public.ebookcentral.proquest.com/choice/publicfullrecord.aspx?p=5507750> ;
    schema:url <http://public.eblib.com/choice/publicfullrecord.aspx?p=5507750> ;
    schema:workExample <http://worldcat.org/isbn/9781789130768> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1053808361> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/9437888708#Agent/packt_publishing_ltd> # Packt Publishing Ltd
    a bgn:Agent ;
    schema:name "Packt Publishing Ltd" ;
    .

<http://experiment.worldcat.org/entity/work/data/9437888708#Person/mcclure_nick> # Nick McClure
    a schema:Person ;
    schema:familyName "McClure" ;
    schema:givenName "Nick" ;
    schema:name "Nick McClure" ;
    .

<http://worldcat.org/entity/work/data/9437888708#CreativeWork/tensorflow_machine_learning_cookbook_over_60_recipes_to_build_intelligent_machine_learning_systems_with_the_power_of_python_2nd_edition>
    a schema:CreativeWork ;
    rdfs:label "TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1053808361> ; # TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition.
    .

<http://worldcat.org/isbn/9781789130768>
    a schema:ProductModel ;
    schema:isbn "178913076X" ;
    schema:isbn "9781789130768" ;
    .

<http://www.worldcat.org/title/-/oclc/1053808361>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/1053808361> ; # TensorFlow Machine Learning Cookbook : Over 60 Recipes to Build Intelligent Machine Learning Systems with the Power of Python, 2nd Edition.
    schema:dateModified "2019-08-11" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.