| 000 -LEADER |
|---|
| fixed length control field |
01825cam a22003738i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21336577 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
NUST |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220816122049.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
191130s2020 enk b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019040762 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781108470049 |
| Qualifying information |
(hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781108455145 |
| Qualifying information |
(paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781108679930 |
| Qualifying information |
(epub) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
LBSOR/DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q325.5 |
| Item number |
.D45 2020 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31, DEI |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Deisenroth, Marc Peter, |
| Relator term |
author. |
| 9 (RLIN) |
52057 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Mathematics for machine learning / |
| Statement of responsibility, etc. |
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
1912 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge ; |
| -- |
New York, NY : |
| Name of producer, publisher, distributor, manufacturer |
Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2020. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
pages cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction and motivation (Page-1), Linear algebra (Page-8),Analytic geometry (Page-57), Matrix decompositions (Page-82),Vector calculus (Page-120), Probability and distribution (Page-152),Continuous optimization (Page-201),When models meet data (Page-225),Linear regression (Page-260), Dimensionality reduction with principal component analysis (Page-286), Density estimation with Gaussian mixture models (Page-314),Classification with support vector machines. (Page-335). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning |
| General subdivision |
Mathematics. |
| 9 (RLIN) |
52058 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Faisal, A. Aldo, |
| Relator term |
author. |
| 9 (RLIN) |
52059 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ong, Cheng Soon, |
| Relator term |
author. |
| 9 (RLIN) |
52060 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Online version: |
| Main entry heading |
Deisenroth, Marc Peter. |
| Title |
Mathematics for machine learning. |
| Place, publisher, and date of publication |
Cambridge, United Kingdom ; New York : Cambridge University Press, 2020. |
| International Standard Book Number |
9781108679930 |
| Record control number |
(DLC) 2019040763 |
| 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 |
|
| Koha item type |
Book |
