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Designing Machine Learning Systems : An Iterative Process For Production Ready Applications (Record no. 541244)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01243nam a2200205Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240825s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789355422675 |
| Paper back/Hardbound | pbk |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | HUY |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Huyen, chip |
| 245 #0 - TITLE STATEMENT | |
| Title | Designing Machine Learning Systems : An Iterative Process For Production Ready Applications |
| Statement of responsibility, etc | / Huyen chip |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Year of publication | 2023 |
| Place of publication | CA |
| Name of publisher | O'Reilly Media, Inc., |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xvi, 367 pages,: |
| Other physical details | ill,; |
| Dimensions | 23 cm. |
| 500 ## - GENERAL NOTE | |
| General note | 1st Reprint 2022, 2nd Reprint 2023. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be quick to fall apart. In this book, Chip Huyen provides a framework for designing real-world ML systems that are quick to deploy, reliable, scalable, and iterative. These systems have the capacity to learn from new data, improve on past mistakes, and adapt to changing requirements and environments. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer Science Machine learning Development |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession Number | Price effective from | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Anna Centenary Library | Anna Centenary Library | 3RD FLOOR, A WING | 17.06.2024 | 1600.00 | 006.31 HUY | 692080 | 17.06.2024 | English Books | |||||
| Anna Centenary Library | Anna Centenary Library | 3RD FLOOR, A WING | 17.06.2024 | 1600.00 | 006.31 HUY;1 | 692081 | 17.06.2024 | English Books | 1 |