Data Science : (Record no. 7198)

MARC details
000 -LEADER
fixed length control field 01402nam a2200265 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251017205532.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241213b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9783662678817
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7
Item number PlaD
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Plaue, Matthias
245 ## - TITLE STATEMENT
Title Data Science :
Remainder of title An Introduction to Statistics and Machine Learning /
Statement of responsibility, etc Matthias Plaue
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Berlin:
Name of publisher Springer;
Year of publication ©2023
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxiv, 361p.
520 ## - SUMMARY, ETC.
Summary, etc This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning. These topics are presented in a clear and mathematical sound way to help readers gain a deep and fundamental understanding. Numerous application examples based on real data are included. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data Modeling
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine Learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data Structures
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Artificial Intelligence
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Probability
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Knowledge & Systems
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Information Theory
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Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number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 Copy 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 30/07/2025 Today and Tomorrows Printers and Publishers 3879.71 TTPP/130/2025-26 005.7 PlaD (11476) 11476 Copy 1 5542.44 30/07/2025 Books