Effective Data Science Infrastructure: How to Make Data Scientists Productive


SKU: 9781617299193
Author: Tuulos, Ville
Publication Date: 09/19/2022
Publisher: Manning Publications
Binding: Paperback
Media: Book
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Simplify data science infrastructure to give data scientists an efficient path from prototype to production.

Effective Data Science Infrastructure 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.

As you work through this easy-to-follow guide, you’ll set up end-to-end infrastructure from the ground up, with a fully customizable process you can easily adapt to your company. 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. Throughout, you’ll follow a human-centric approach focused on user experience and meeting the unique needs of data scientists.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.