Reliable machine learning : (Record no. 141444)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01735nam a22002777a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260715172030.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260715s2022 |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781098106225 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | PK-LaUMT |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | REL- |
| 245 00 - TITLE STATEMENT | |
| Title | Reliable machine learning : |
| Remainder of title | applying SRE principles to ML in production / |
| Statement of responsibility, etc | Cathy Chen . . . [et al.] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Beijing : |
| Name of publisher, distributor, etc | O'Reilly, |
| Date of publication, distribution, etc | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxix, 376 p. |
| 500 ## - GENERAL NOTE | |
| General note | Index present |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization. By applying an SRE mindset to machine learning, authors and engineering professionals Cathy Chen, Kranti Parisa, Niall Richard Murphy, D. Sculley, Todd Underwood, and featured guest authors show you how to run an efficient and reliable ML system. Whether you want to increase revenue, optimize decision making, solve problems, or understand and influence customer behavior, you'll learn how to perform day-to-day ML tasks while keeping the bigger picture in mind |
| 546 ## - LANGUAGE NOTE | |
| Language note | Eng |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning-Industrial applications |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chen, Cathy |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Murphy, Niall Richard |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Parisa, Kranti |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sculley, D. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Underwood, Todd |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Charrington, Sam |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| UMT Main Campus | UMT Main Campus | 2026-07-15 | 006.31 REL- | 153360 | 2026-07-15 | 2026-07-15 | Books |