#21016
Mentioned in 2 episodes

Effective Data Science Infrastructure

Book • 2022
This book provides a systematic approach to designing and deploying modern infrastructure for machine learning and data science applications.

It focuses on making data scientists more productive by leveraging existing cloud infrastructure, open-source software, and Python.

The book draws from experiences at Netflix and other data-driven companies, offering scalable techniques for data storage, computation, and model deployment.

Mentioned by

Mentioned in 2 episodes

Mentioned by
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Dan Whitenack
as a new book about how to make data scientists more productive.
From notebooks to Netflix scale with Metaflow
Mentioned by
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Sam Charrington
as an upcoming book written by
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Ville Tuulos
, covering the details of building effective data science infrastructure.
Do You Dare Run Your ML Experiments in Production? with Ville Tuulos - #523

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