The Resource Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes, with Goku Mohandas and Alfredo Canziani

Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes, with Goku Mohandas and Alfredo Canziani

Label
Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes
Title
Image analysis and text classification using CNNs in PyTorch
Title remainder
learn to build powerful image and document classifiers in minutes
Statement of responsibility
with Goku Mohandas and Alfredo Canziani
Creator
Contributor
Subject
Language
eng
Summary
"This video teaches you how to build a powerful image classifier in just minutes using convolutional neural networks and PyTorch. It reviews the fundamental concepts of convolution and image analysis; shows you how to create a simple convolutional neural network (CNN) with PyTorch; and demonstrates how using transfer learning with a deep CNN to train on image datasets can generate state-of-the-art performance. The course is designed for the software engineer looking to get started with deep learning and for the AI researcher with TensorFlow or Theano experience who wants a smooth transition into PyTorch. Prerequisites include an understanding of algebra, basic calculus, and basic Python skills. Learners should download and install PyTorch before starting class."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Mohandas, Goku
http://bibfra.me/vocab/relation/on-screenpresenter
  • q5HtP5BWbgI
  • uw2UymbRG8o
PerformerNote
Presenters, Goku Mohandas, Alfredo Canziani
http://library.link/vocab/relatedWorkOrContributorName
Canziani, Alfredo
Runtime
55
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Python (Computer program language)
  • Artificial intelligence
  • Machine learning
Technique
live action
Label
Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes, with Goku Mohandas and Alfredo Canziani
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781491989968
Instantiates
Publication
Copyright
Note
Title from title screen (viewed June 6, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1038802246
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000969
System control number
(OCoLC)1038802246
Video recording format
other
Label
Image analysis and text classification using CNNs in PyTorch : learn to build powerful image and document classifiers in minutes, with Goku Mohandas and Alfredo Canziani
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781491989968
Publication
Copyright
Note
Title from title screen (viewed June 6, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1038802246
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000969
System control number
(OCoLC)1038802246
Video recording format
other

Library Locations

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      42.7009413 -71.1255084
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