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The Resource Machine learning for the quantified self : on the art of learning from sensory data, Mark Hoogendoorn, Burkhardt Funk

Machine learning for the quantified self : on the art of learning from sensory data, Mark Hoogendoorn, Burkhardt Funk

Label
Machine learning for the quantified self : on the art of learning from sensory data
Title
Machine learning for the quantified self
Title remainder
on the art of learning from sensory data
Statement of responsibility
Mark Hoogendoorn, Burkhardt Funk
Creator
Contributor
Author
Subject
Language
eng
Summary
This book explains the complete loop to effectively use self-tracking data for machine learning. While it focuses on self-tracking data, the techniques explained are also applicable to sensory data in general, making it useful for a wider audience. Discussing concepts drawn from state-of-the-art scientific literature, it illustrates the approaches using a case study of a rich self-tracking data set. Self-tracking has become part of the modern lifestyle, and the amount of data generated by these devices is so overwhelming that it is difficult to obtain useful insights from it. Luckily, in the domain of artificial intelligence there are techniques that can help out: machine-learning approaches allow this type of data to be analyzed. While there are sample books that explain machine-learning techniques, self-tracking data comes with its own difficulties that require dedicated techniques such as learning over time and across users
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Hoogendoorn, Mark
Dewey number
  • 006.3/1
  • 620
Index
index present
LC call number
Q325.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Funk, Burkhardt
Series statement
Cognitive systems monographs
Series volume
volume 35
http://library.link/vocab/subjectName
Machine learning
Label
Machine learning for the quantified self : on the art of learning from sensory data, Mark Hoogendoorn, Burkhardt Funk
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SPR1005353977
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319663074
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-66308-1
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1005353977
  • (OCoLC)1005353977
Label
Machine learning for the quantified self : on the art of learning from sensory data, Mark Hoogendoorn, Burkhardt Funk
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SPR1005353977
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319663074
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-66308-1
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1005353977
  • (OCoLC)1005353977

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