Data Mining and Machine Learning : (Record no. 6816)

MARC details
000 -LEADER
fixed length control field 01381 a2200205 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251011184707.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 251011b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781108473989
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Item number ZakD
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Zaki, Mohammed J.
245 ## - TITLE STATEMENT
Title Data Mining and Machine Learning :
Remainder of title Fundamental Concepts and Algorithms /
Statement of responsibility, etc Mohammed J. Zaki & Wagner Meira Jr.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher CUP :
Place of publication New York ,
Year of publication ©2020.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xii, 766p.
520 ## - SUMMARY, ETC.
Summary, etc The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data Mining
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine Learning
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Jr. Wagner Meira
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Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number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
      Physics Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 07/10/2025 Shah Book House 5187.98 SBH/28599 006.3 ZakD (12208) 12208 7411.40 07/10/2025 Books