Learning from data [electronic resource]: (Record no. 959)

MARC details
000 -LEADER
fixed length control field 00887nam a22002177a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230703030811.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230224b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781600490064
040 ## - CATALOGING SOURCE
Transcribing agency 0
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 ABU
092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC)
Edition number 0
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Abu-Mostafa, Yaser S., 1957-
245 ## - TITLE STATEMENT
Title Learning from data [electronic resource]:
Remainder of title a short course
Statement of responsibility, etc. Yaser S. Abu-Mostafa (Author), Malik Magdon-Ismail, Hsuan-Tien Lin
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. AMLBook.com, [United States]
Date of publication, distribution, etc. 2012
300 ## - PHYSICAL DESCRIPTION
Extent 1 digital resource (xii, 201 pages) :
Other physical details illustrations (chiefly color)
Dimensions 26 cm
520 ## - SUMMARY, ETC.
Summary, etc. 1. The learning problem<br/>2. Training versus testing<br/>3. The linear model<br/>4. Overfitting<br/>5. Three learning principles<br/>Epilogue<br/>Further reading<br/>Appendix : Proof of the VC bound<br/>Notation
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
Form subdivision Textbooks
887 ## - NON-MARC INFORMATION FIELD
Source of data CamTech Library
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Electronic Materials
Suppress in OPAC No
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Date last seen Copy number Price effective from Koha item type Full call number Barcode
    Dewey Decimal Classification     CamTech Library CamTech Library Digital Collections 02/24/2023   02/24/2023 1 digital item 02/24/2023 Electronic Materials    
    Dewey Decimal Classification     CamTech Library CamTech Library STEM & Engineering 07/03/2023   07/03/2023 C.1 07/03/2023 Books 006.31 ABU 0000001531