The Resource Predictive analytics with TensorFlow, Md. Rezaul Karim

Predictive analytics with TensorFlow, Md. Rezaul Karim

Label
Predictive analytics with TensorFlow
Title
Predictive analytics with TensorFlow
Statement of responsibility
Md. Rezaul Karim
Creator
Author
Subject
Language
eng
Summary
"Predictive analytics discovers hidden patterns in structured and unstructured data for automated decision-making in business intelligence. This course will help you build, tune, and deploy predictive models with TensorFlow in three main divisions. The first division covers linear algebra, statistics, and probability theory for predictive modeling. The second division covers developing predictive models via supervised (classification and regression) and unsupervised (clustering) algorithms. It then explains how to develop predictive models for NLP and covers reinforcement learning algorithms. Lastly, this division covers developing a factorization machine-based recommendation system. The third division covers deep learning architectures for advanced predictive analytics, including deep neural networks and recurrent neural networks for high-dimensional and sequence data. Finally, you'll use convolutional neural networks for predictive modeling for emotion recognition, image classification, and sentiment analysis."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Karim, Md. Rezaul
LC call number
QA76.9.D343
Runtime
322
http://library.link/vocab/subjectName
  • Data mining
  • Big data
  • Decision making
  • Application software
Technique
live action
Label
Predictive analytics with TensorFlow, Md. Rezaul Karim
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781789615494
Instantiates
Publication
Note
Title from resource description page (Safari, viewed October 10, 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
on1056626443
Dimensions
unknown
Extent
online 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
CL0500000997
System control number
(OCoLC)1056626443
Video recording format
other
Label
Predictive analytics with TensorFlow, Md. Rezaul Karim
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781789615494
Publication
Note
Title from resource description page (Safari, viewed October 10, 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
on1056626443
Dimensions
unknown
Extent
online 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
CL0500000997
System control number
(OCoLC)1056626443
Video recording format
other

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
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