Effective data science infrastructure : how to make data scientists productive /

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Effective Data Science Infrastructure: How to make data scientists more productive is a hands-on guide to assembling infrastructure for data science and machine learning applications. It reveals the processes used at Netflix and other data-driven companies to manage their cutting edge data infrastru...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser:
Tuulos, Ville
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Shelter Island, New York : Manning Publications, [2022]
Zusammenfassung:
Effective Data Science Infrastructure: How to make data scientists more productive is a hands-on guide to assembling infrastructure for data science and machine learning applications. It reveals the processes used at Netflix and other data-driven companies to manage their cutting edge data infrastructure. In it, you'll master scalable techniques for data storage, computation, experiment tracking, and orchestration that are relevant to companies of all shapes and sizes. You'll learn how you can make data scientists more productive with your existing cloud infrastructure, a stack of open source software, and idiomatic Python.
Umfang:
1 online resource (329 pages)
Anmerkungen:
Includes index.
ISBN:
9781638350989
1638350981
Schlagworte:
Data mining.
Database management.
Bezugswerke:
Links: