Engineering MLOps: Rapidly build, test, and manage production-ready machine learning life cycles at scale (Record no. 49769)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01005 a2200193 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250312104839.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781800562882 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 RAJ |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Raj, Emmanuel |
| 245 ## - TITLE STATEMENT | |
| Title | Engineering MLOps: Rapidly build, test, and manage production-ready machine learning life cycles at scale |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Packt Publishing Ltd |
| Date of publication, distribution, etc | 2021 |
| Place of publication, distribution, etc | Birmingham |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 353 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Formulate data governance strategies and pipelines for ML training and deployment<br/>Get to grips with implementing ML pipelines, CI/CD pipelines, and ML monitoring pipelines<br/>Design a robust and scalable microservice and API for test and production environments<br/>Curate your custom CD processes for related use cases and organizations<br/>Monitor ML models, including monitoring data drift, model drift, and application performance<br/>Build and maintain automated ML systems |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Cloud computing |
| 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 | Data Science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Engineering MLOps |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
No items available.
