Fundamentals of Data Science : (Record no. 7454)

MARC details
000 -LEADER
fixed length control field 01656 a2200241 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251014161828.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 251014b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780323917780
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.74
Item number KalF
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Kalita, Jugal K.
245 ## - TITLE STATEMENT
Title Fundamentals of Data Science :
Remainder of title Theory and Practice /
Statement of responsibility, etc Jugal K. Kalita, Dhruba K. Bhattacharyya & Swarup Roy
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication United Kingdom:
Name of publisher Academic Press;
Year of publication ©2024
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxvi, 307p.
520 ## - SUMMARY, ETC.
Summary, etc Fundamentals of Data Science: Theory and Practice presents basic and advanced concepts in data science along with real-life applications. The book provides students, researchers and professionals at different levels a good understanding of the concepts of data science, machine learning, data mining and analytics. Users will find the authors’ research experiences and achievements in data science applications, along with in-depth discussions on topics that are essential for data science projects, including pre-processing, that is carried out before applying predictive and descriptive data analysis tasks and proximity measures for numeric, categorical and mixed-type data.<br/><br/>The book's authors include a systematic presentation of many predictive and descriptive learning algorithms, including recent developments that have successfully handled large datasets with high accuracy. In addition, a number of descriptive learning tasks are included.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Computer Science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data Science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine Learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Artificial Neural Networks
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Bhattacharyya, Dhruba K.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Roy, Swarup
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Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number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 7636.13 TTPP/135/2025-26 005.74 KalF (11583) 11583 Copy 1 10908.75 30/07/2025 Books