The Resource Building Recommender systems with machine learning and AI, Frank Kane

Building Recommender systems with machine learning and AI, Frank Kane

Label
Building Recommender systems with machine learning and AI
Title
Building Recommender systems with machine learning and AI
Statement of responsibility
Frank Kane
Title variation
Building Recommender systems with machine learning and Artificial Intelligence
Creator
Speaker
Subject
Language
eng
Summary
"Frank Kane spent over nine years at Amazon, where he managed and led the development of many of Amazon's personalized product recommendation technologies. You've seen automated recommendations everywhere--on Netflix's home page, on YouTube, and on Amazon--as these machine learning algorithms learn about your unique interests, and show the best products or content for you as an individual. These technologies have become central to the largest, most prestigious tech employers out there, and by understanding how they work, you'll become very valuable to them. We cover tried-and-true recommendation algorithms based on neighborhood-based collaborative filtering and work our way up to more modern techniques including matrix factorization and even deep learning with artificial neural networks. Along the way, you'll learn from Kane's extensive industry experience and understand the real-world challenges you'll encounter when applying these algorithms at a large scale and with real-world data. The coding exercises in this course use the Python programming language. We include an intro to Python if you're new to it, but you'll need some prior programming experience in order to use this course successfully. We also include a short introduction to deep learning if you are new to the field of artificial intelligence, but you'll need to be able to understand new computer algorithms."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Kane, Frank
LC call number
Q325.5
PerformerNote
Presenter, Frank Kane
Runtime
555
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
  • Neural networks (Computer science)
  • Python (Computer program language)
Technique
live action
Label
Building Recommender systems with machine learning and AI, Frank Kane
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781789803273
Instantiates
Publication
Note
Title from resource description page (Safari, viewed November 5, 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
on1061561890
Dimensions
unknown
Extent
1 online resource (1 streaming video file (9 hr., 14 min., 40 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
CL0501000005
Video recording format
other
Label
Building Recommender systems with machine learning and AI, Frank Kane
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781789803273
Publication
Note
Title from resource description page (Safari, viewed November 5, 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
on1061561890
Dimensions
unknown
Extent
1 online resource (1 streaming video file (9 hr., 14 min., 40 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
CL0501000005
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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