Effective Data Science Infrastructure: How To Make Data Scientists Productive

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.

• | Author: Ville Tuulos
• | Publisher: Manning
• | Publication Date: Aug 16, 2022
• | Number of Pages: 352 pages
• | Language: English
• | Binding: Paperback/Computers
• | ISBN-10: 1617299197
• | ISBN-13: 9781617299193