Coverart for item
The Resource Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems, Aurélien Géron

Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems, Aurélien Géron

Label
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems
Title
Hands-on machine learning with Scikit-Learn and TensorFlow
Title remainder
concepts, tools, and techniques to build intelligent systems
Statement of responsibility
Aurélien Géron
Creator
Author
Subject
Language
eng
Summary
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how
Cataloging source
UMI
http://library.link/vocab/creatorName
Géron, Aurélien
Dewey number
006.31
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
Label
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems, Aurélien Géron
Instantiates
Publication
Note
Includes index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction -- Neural networks and deep learning. Up and running with TensorFlow ; Introduction to artificial neural networks ; Training deep neural nets ; Distributing TensorFlow across devices and servers ; Convolutional neural networks ; Recurrent neural networks ; Autoencoders ; Reinforcement learning -- Exercise solutions -- Machine learning project checklist -- SVM dual problem -- Autodiff -- Other popular ANN architectures
Control code
ocn978351632
Dimensions
unknown
Edition
First edition
Extent
1 online resource (xx, 543 pages)
Form of item
online
Isbn
9781491962244
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000841
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)978351632
Label
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems, Aurélien Géron
Publication
Note
Includes index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction -- Neural networks and deep learning. Up and running with TensorFlow ; Introduction to artificial neural networks ; Training deep neural nets ; Distributing TensorFlow across devices and servers ; Convolutional neural networks ; Recurrent neural networks ; Autoencoders ; Reinforcement learning -- Exercise solutions -- Machine learning project checklist -- SVM dual problem -- Autodiff -- Other popular ANN architectures
Control code
ocn978351632
Dimensions
unknown
Edition
First edition
Extent
1 online resource (xx, 543 pages)
Form of item
online
Isbn
9781491962244
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000841
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)978351632

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
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