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The Resource Data science foundations : geometry and topology of complex hierarchic systems and big data analytics, Fionn Murtagh

Data science foundations : geometry and topology of complex hierarchic systems and big data analytics, Fionn Murtagh

Label
Data science foundations : geometry and topology of complex hierarchic systems and big data analytics
Title
Data science foundations
Title remainder
geometry and topology of complex hierarchic systems and big data analytics
Statement of responsibility
Fionn Murtagh
Creator
Subject
Language
eng
Summary
Data Science encompasses the traditional disciplines of mathematics, statistics, data analysis, machine learning, and pattern recognition. This book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts in all aspects. It includes a wide range of case studies from diverse fields, and seeks to inspire and motivate the reader with respect to data, associated information, and derived knowledge.--
Member of
Assigning source
Provided by Publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Murtagh, Fionn
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Chapman & Hall/CRC computer science and data analysis series
http://library.link/vocab/subjectName
  • Mathematical analysis
  • Spatial analysis (Statistics)
  • Quantitative research
  • Big data
Label
Data science foundations : geometry and topology of complex hierarchic systems and big data analytics, Fionn Murtagh
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ocn963439353
Dimensions
26 cm.
Extent
xviii, 205 pages
Isbn
9781498763936
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)963439353
Label
Data science foundations : geometry and topology of complex hierarchic systems and big data analytics, Fionn Murtagh
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ocn963439353
Dimensions
26 cm.
Extent
xviii, 205 pages
Isbn
9781498763936
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)963439353

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