Elements of Data Science, Machine Learning and Artificial Intelligence Using R / (Record no. 6969)

MARC details
000 -LEADER
fixed length control field 01454 a2200253 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251112205310.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241210b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9783031133381 (hbk)
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number EmmE
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Emmert-Streib, Frank
245 ## - TITLE STATEMENT
Title Elements of Data Science, Machine Learning and Artificial Intelligence Using R /
Statement of responsibility, etc Frank Emmert-Streib, Salissou Moutari and Matthias Dehmer
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Switzerland :
Name of publisher Springer,
Year of publication ©2023
300 ## - PHYSICAL DESCRIPTION
Number of Pages xix, 575p.
520 ## - SUMMARY, ETC.
Summary, etc The textbook provides students with tools they need to analyze complex data using methods from data science, machine learning and artificial intelligence. The authors include both the presentation of methods along with applications using the programming language R, which is the gold standard for analyzing data. The authors cover all three main components of data science: computer science; mathematics and statistics; and domain knowledge. The book presents methods and implementations in R side-by-side, allowing the immediate practical application of the learning concepts. Furthermore, this teaches computational thinking in a natural way. The book includes exercises, case studies, Q&A and examples.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data Science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Artificial Intelligence
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine Learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Mathematics
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Moutari, Salissou
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Dehmer, Matthias
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number Full call number Accession Number Print Price Bill Date/Price effective from Koha item type
      Computer Science Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 30/09/2025 Shri Raghavendra Global Books 4560.22 9349 006.31 EmmE (11993) 11993 6514.60 30/09/2025 Books