Learning from data [electronic resource]: (Record no. 959)
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000 -LEADER | |
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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 |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date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 |
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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 |