Physics of data science and machine learning (Record no. 233808)

MARC details
000 -LEADER
fixed length control field 01556nam a22002057a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250217093952.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250217b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 978103293937
040 ## - CATALOGING SOURCE
Transcribing agency AL
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23
Classification number 530.0285
Item number RAUP
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ijaz A Rauf
9 (RLIN) 200154
245 ## - TITLE STATEMENT
Title Physics of data science and machine learning
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton
Name of publisher, distributor, etc. CRC Press
Date of publication, distribution, etc. 2025
300 ## - PHYSICAL DESCRIPTION
Extent xvi,194p.
Other physical details PB
Dimensions 23x15cm.
365 ## - TRADE PRICE
Source of price type code General
Price type code 6387
Price amount ₹876.00
Currency code
Unit of pricing ₹1095.00
Price note 20%
Price effective from 06-02-2025
520 ## - SUMMARY, ETC.
Summary, etc. Physics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning, and artificial intelligence for physicists looking to integrate these techniques into their work. This book is written explicitly for physicists, marrying quantum and statistical mechanics with modern data mining, data science, and machine learning. It also explains how to integrate these techniques into the design of experiments, while exploring neural networks and machine learning, building on fundamental concepts of statistical and quantum mechanics. This book is a self-learning tool for physicists looking to learn how to utilize data science and machine learning in their research. It will also be of interest to computer scientists and applied mathematicians, alongside graduate students looking to understand the basic concepts and foundations of data science, machine learning, and artificial intelligence.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term Physics
Topical term or geographic name entry element Auxiliary Techniques and Procedures, Materials
9 (RLIN) 200155
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     Physics St Aloysius PG Library St Aloysius PG Library 02/12/2025 Biblios Book Point 876.00   530.0285 RAUP PG024941 02/17/2025 1095.00 02/17/2025 Book