Data science foundations (Record no. 51417)

MARC details
000 -LEADER
fixed length control field 02389cam a2200265 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 161116s2018 flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498763936
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English Language
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.701514
Item number MUR
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Murtagh, Fionn
9 (RLIN) 72310
245 10 - TITLE STATEMENT
Title Data science foundations
Remainder of title geometry and topology of complex hierarchic systems and big data analytics
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton, FL : CRC Press,
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2018
300 ## - PHYSICAL DESCRIPTION
Extent xviii, 205 p.
Dimensions 26 cm.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Series in computer science and data analysis
9 (RLIN) 72311
500 ## - GENERAL NOTE
General note The correspondence analysis platform for mapping semantics --<br/>Analysis and synthesis of narrative: semantics of interactivity --<br/>Symmetry in data mining and analysis through hierarchy --<br/>Geometry and topology of data analysis: in p-Adie terms --<br/>Fast, linear time, m-adic hierarchical clustering --<br/>Big data scaling through metric mapping --<br/>On ultrametric algorithmic information --<br/>Geometry and topology of Matte Blanco's bi-logic in psychoanalytics --<br/>Ultrametric model of mind: application to text content analysis --<br/>Concluding discussion on software environments.
520 ## - SUMMARY, ETC.
Summary, etc <br/>""Data Science Foundations?is most welcome and, indeed, a piece of literature that the field is very much in need of ... quite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methods ... a very useful text and I would certainly use it in my teaching."--Mark Girolami, Warwick UniversityData 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."--Provided by publisher.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical analysis.
9 (RLIN) 29629
Topical term or geographic name as entry element Spatial analysis (Statistics)
9 (RLIN) 72312
Topical term or geographic name as entry element Quantitative research.
9 (RLIN) 72313
Topical term or geographic name as entry element Big data
General subdivision Mathematics.
9 (RLIN) 72314
Topical term or geographic name as entry element geometry
9 (RLIN) 616
Topical term or geographic name as entry element topology
9 (RLIN) 5795
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Lending Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 23/05/2019 15397.80   005.701514 MUR 112962 29/05/2019 29/05/2019 Lending Books
    Dewey Decimal Classification     Reference Collection Applied Sciences Library Applied Sciences Library Reference Section 23/05/2019 15397.80   005.701514 MUR 112963 29/05/2019 29/05/2019 Sheduled Reference