MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01953cam a22003858i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21229736 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
KE-NaKCAU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20251022121332.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
|---|
| fixed length control field |
m |o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
191003s2020 enk ob 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019037294 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119791782 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9781108473989 |
| Qualifying information |
(hardback) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
21229736 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Description conventions |
rda |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
D38 2022 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3/12 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data mining and machine learning applications / |
| Statement of responsibility, etc |
edited by Rohit Raja, Kapir, Kapir Kumar Nagwanshi, Sandeep Kumar, K. Ramya Laxmi. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hoboken, N.J. : |
| Name of publisher, distributor, etc |
John Wiley & Sons, |
| Date of publication, distribution, etc |
2022. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
1912 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 9 (RLIN) |
268 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence – Applications. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Dates associated with a name |
Raja, R. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nagwanshi, K. K. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kumar, S. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Laxmi, K. R. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |