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The Resource Pro deep learning with TensorFlow : a mathematical approach to advanced artificial intelligence in Python, Santanu Pattanayak

Pro deep learning with TensorFlow : a mathematical approach to advanced artificial intelligence in Python, Santanu Pattanayak

Label
Pro deep learning with TensorFlow : a mathematical approach to advanced artificial intelligence in Python
Title
Pro deep learning with TensorFlow
Title remainder
a mathematical approach to advanced artificial intelligence in Python
Statement of responsibility
Santanu Pattanayak
Creator
Author
Subject
Genre
Language
eng
Summary
Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the mathematical understanding and intuition required to invent new deep learning architectures and solutions on your own. Pro Deep Learning with TensorFlow provides practical, hands-on expertise so you can learn deep learning from scratch and deploy meaningful deep learning solutions. This book will allow you to get up to speed quickly using TensorFlow and to optimize different deep learning architectures. All of the practical aspects of deep learning that are relevant in any industry are emphasized in this book. You will be able to use the prototypes demonstrated to build new deep learning applications. The code presented in the book is available in the form of iPython notebooks and scripts which allow you to try out examples and extend them in interesting ways. You will be equipped with the mathematical foundation and scientific knowledge to pursue research in this field and give back to the community. What You'll Learn: Understand full stack deep learning using TensorFlow and gain a solid mathematical foundation for deep learning Deploy complex deep learning solutions in production using TensorFlow Carry out research on deep learning and perform experiments using TensorFlow
Cataloging source
N$T
http://library.link/vocab/creatorName
Pattanayak, Santanu
Dewey number
006.31
Index
index present
LC call number
Q325.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
  • Computer Science
  • Computing Methodologies
  • Big Data
  • Python
  • Databases
  • Programming & scripting languages: general
  • Artificial intelligence
  • COMPUTERS
  • Artificial intelligence
  • Machine learning
Label
Pro deep learning with TensorFlow : a mathematical approach to advanced artificial intelligence in Python, Santanu Pattanayak
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1: Mathematical Foundations -- Chapter 2: Introduction to Deep Learning Concepts and TensorFlow -- Chapter 3: Convolutional Neural Networks -- Chapter 4: Natural Language Processing Using Recursive Neural Networks -- Chapter 5: Unsupervised Learning with Restricted Boltzmann Machines and Auto Encoders -- Chapter 6: Advanced Neural Networks
Control code
1015215301
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484230954
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4842-3096-1
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000966
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)1015215301
Label
Pro deep learning with TensorFlow : a mathematical approach to advanced artificial intelligence in Python, Santanu Pattanayak
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1: Mathematical Foundations -- Chapter 2: Introduction to Deep Learning Concepts and TensorFlow -- Chapter 3: Convolutional Neural Networks -- Chapter 4: Natural Language Processing Using Recursive Neural Networks -- Chapter 5: Unsupervised Learning with Restricted Boltzmann Machines and Auto Encoders -- Chapter 6: Advanced Neural Networks
Control code
1015215301
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484230954
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4842-3096-1
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000966
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)1015215301

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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