The Resource Dimensionality reduction : using statistics, heuristics, and AI methods, Zacharias Voulgaris

Dimensionality reduction : using statistics, heuristics, and AI methods, Zacharias Voulgaris

Label
Dimensionality reduction : using statistics, heuristics, and AI methods
Title
Dimensionality reduction
Title remainder
using statistics, heuristics, and AI methods
Statement of responsibility
Zacharias Voulgaris
Creator
Speaker
Subject
Language
eng
Summary
"Dimensionality Reduction is a data science technique for reducing the number of dimensions to a smaller set, while retaining most of the information in the original set. Also known as feature selection, it is an essential part of the data preparation phase of data science, especially when the number of features is very high. Techniques discussed in this video include Components Analysis (PCA), Independent Components Analysis (ICA), Restricted Bolzmann Machine (RBM), and Autoencoders, along with advice on when to select each approach."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Voulgaris, Zacharias
LC call number
TA347.D5
PerformerNote
Presenter, Zacharias Voulgaris
Runtime
28
http://library.link/vocab/subjectName
  • Dimension reduction (Statistics)
  • Heuristic algorithms
  • Artificial intelligence
Technique
live action
Label
Dimensionality reduction : using statistics, heuristics, and AI methods, Zacharias Voulgaris
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781634623537
Instantiates
Publication
Note
  • Title from title screen (viewed March 21, 2018)
  • Date of publication from resource description page
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
on1029302513
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
CL0500000949
System control number
(OCoLC)1029302513
Video recording format
other
Label
Dimensionality reduction : using statistics, heuristics, and AI methods, Zacharias Voulgaris
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781634623537
Publication
Note
  • Title from title screen (viewed March 21, 2018)
  • Date of publication from resource description page
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
on1029302513
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
CL0500000949
System control number
(OCoLC)1029302513
Video recording format
other

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
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      42.7009413 -71.1255084
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