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The Resource Executive briefing : an age of embeddings, Mayank Kejriwal

Executive briefing : an age of embeddings, Mayank Kejriwal

Creator
Summary
"Word embeddings first emerged as a revolutionary technique in natural language processing (NLP) in the last decade, allowing machines to read large reams of unlabeled text and automatically answer analogical questions such as, 'What is to man as queen is to woman?'" Modern embeddings leverage advances in deep neural networks to be effective. Following the success of word embeddings, there have been massive efforts in both academia and industry to embed all kinds of data, including images, speech, video, entire sentences, phrases and documents, structured data, and even computer programs. These piecemeal approaches are now starting to converge, drawing on a similar mix of techniques. Mayank Kejriwal (USC Information Sciences Institute) explores the ongoing movement that's attempting to embed every conceivable kind of data, sometimes jointly, to build ever-more powerful predictive models. Mayank makes a business case for why you should care about embeddings and how you can position them as your organization's secret sauce within a broader AI strategy. This session is from the 2019 O'Reilly Artificial Intelligence Conference in San Jose, CA."--Resource description page
Language
eng
Work
Publication
Extent
(1 streaming video file (44 min., 59 sec.))
Note
Title from title screen (viewed July 22, 2020)
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=0636920371021
Instance
Label
Executive briefing : an age of embeddings
Title
Executive briefing
Title remainder
an age of embeddings
Statement of responsibility
Mayank Kejriwal
Title variation
Age of embeddings
Creator
Subject
Language
eng
Summary
"Word embeddings first emerged as a revolutionary technique in natural language processing (NLP) in the last decade, allowing machines to read large reams of unlabeled text and automatically answer analogical questions such as, 'What is to man as queen is to woman?'" Modern embeddings leverage advances in deep neural networks to be effective. Following the success of word embeddings, there have been massive efforts in both academia and industry to embed all kinds of data, including images, speech, video, entire sentences, phrases and documents, structured data, and even computer programs. These piecemeal approaches are now starting to converge, drawing on a similar mix of techniques. Mayank Kejriwal (USC Information Sciences Institute) explores the ongoing movement that's attempting to embed every conceivable kind of data, sometimes jointly, to build ever-more powerful predictive models. Mayank makes a business case for why you should care about embeddings and how you can position them as your organization's secret sauce within a broader AI strategy. This session is from the 2019 O'Reilly Artificial Intelligence Conference in San Jose, CA."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Kejriwal, Mayank
LC call number
QA76.9.N38
http://bibfra.me/vocab/relation/on-screenpresenter
yWH5rILDvgM
PerformerNote
Presenter, Mayank Kejriwal
Runtime
45
http://library.link/vocab/subjectName
  • O'Reilly Artificial Intelligence Conference
  • Natural language processing (Computer science)
  • Artificial intelligence
  • Machine learning
  • Embedded computer systems
Technique
live action
Label
Executive briefing : an age of embeddings, Mayank Kejriwal
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=0636920371021
Instantiates
Publication
Note
Title from title screen (viewed July 22, 2020)
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
on1177142835
Dimensions
unknown
Extent
(1 streaming video file (44 min., 59 sec.))
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
digital, sound, color
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0501000125
Video recording format
other
Label
Executive briefing : an age of embeddings, Mayank Kejriwal
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=0636920371021
Publication
Note
Title from title screen (viewed July 22, 2020)
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
on1177142835
Dimensions
unknown
Extent
(1 streaming video file (44 min., 59 sec.))
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
digital, sound, color
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0501000125
Video recording format
other

Subject

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