MARC details
000 -LEADER |
fixed length control field |
01454 am a2200349Ia 4500 |
001 - CONTROL NUMBER |
control field |
ocn781938256 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
EG-ScBUE |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20200718153626.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
120328t2012 xxua f b 001 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781600490064 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
1600490069 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)ocn781938256 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)781938256 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
YDXCP |
Language of cataloging |
eng |
Description conventions |
rda |
Transcribing agency |
YDXCP |
Modifying agency |
CIT |
-- |
MUU |
-- |
OCLCQ |
-- |
IWA |
-- |
EG-ScBUE |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.31 |
Item number |
ABU |
Edition number |
22 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Abu-Mostafa, Yaser S., |
Dates associated with a name |
1957- |
Relator term |
author. |
245 10 - TITLE STATEMENT |
Title |
Learning from data : |
Remainder of title |
a short course / |
Statement of responsibility, etc |
Yaser S. Abu-Mostafa, California Institute of Technology, Malik Magdon-Ismail, Rensselaer Polytechnic Institute, Hsuan-Tien Lin, National Taiwan University. |
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
[United States] : |
Name of publisher, distributor, etc |
AML Book, |
Date of publication, distribution, etc |
[2012] |
264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Date of publication, distribution, etc |
c2012 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xii, 201 pages : |
Other physical details |
illustrations (chiefly color) ; |
Dimensions |
26 cm |
336 ## - CONTENT TYPE |
Source |
rdacontent |
Content type term |
text |
Content type code |
txt |
337 ## - MEDIA TYPE |
Source |
rdamedia |
Media type term |
unmediated |
Media type code |
n |
338 ## - CARRIER TYPE |
Source |
rdacarrier |
Carrier type term |
volume |
Carrier type code |
nc |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and index. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
1. The learning problem -- 2. Training versus testing -- 3. The linear model -- 4. Overfitting -- 5. Three learning principles -- Epilogue -- Further reading -- Appendix : Proof of the VC bound -- Notation. |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Machine learning. |
Source of heading or term |
BUEsh |
653 ## - INDEX TERM--UNCONTROLLED |
Resource For college |
Informatics and Computer Science |
Arrived date list |
July2020 |
655 ## - INDEX TERM--GENRE/FORM |
Form subdivision |
Reading book |
9 (RLIN) |
34232 |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Magdon-Ismail, Malik, |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Lin, Hsuan-Tien, |
Relator term |
author. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
Book - Borrowing |