Effective machine learning teams: best practices for ML practitioners
With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung show you how to apply time-tested software engineering skills and Lean delivery practices that will impr...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Sebastopol, CA
O'Reilly Media
March 2024
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Zusammenfassung: | With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung show you how to apply time-tested software engineering skills and Lean delivery practices that will improve your effectiveness in ML projects |
| Beschreibung: | xix, 377 Seiten Illustrationen |
| ISBN: | 9781098144630 |
Internformat
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| spelling | Tan, David Verfasser aut Effective machine learning teams best practices for ML practitioners David Tan, Ada Leung, and David Colls First edition Sebastopol, CA O'Reilly Media March 2024 xix, 377 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung show you how to apply time-tested software engineering skills and Lean delivery practices that will improve your effectiveness in ML projects Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 s DE-604 Leung, Ada Verfasser aut Colls, David Verfasser aut |
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| title | Effective machine learning teams best practices for ML practitioners |
| title_auth | Effective machine learning teams best practices for ML practitioners |
| title_exact_search | Effective machine learning teams best practices for ML practitioners |
| title_full | Effective machine learning teams best practices for ML practitioners David Tan, Ada Leung, and David Colls |
| title_fullStr | Effective machine learning teams best practices for ML practitioners David Tan, Ada Leung, and David Colls |
| title_full_unstemmed | Effective machine learning teams best practices for ML practitioners David Tan, Ada Leung, and David Colls |
| title_short | Effective machine learning teams |
| title_sort | effective machine learning teams best practices for ml practitioners |
| title_sub | best practices for ML practitioners |
| topic | Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Maschinelles Lernen |
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