Can I read Effective Data Science Infrastructure: How to make data scientists productive (MEAP v07) on EtoBox?

Effective Data Science Infrastructure: How to make data scientists productive (MEAP v07) by Ville Tuulos is a nonfiction available to read on EtoBox.

What is Effective Data Science Infrastructure: How to make data scientists productive (MEAP v07) about?

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. In Effective Data Science Infrastructure you will learn how to:• Design data science infrastructure that boosts productivity• Handle compute and orchestration in the cloud• Deploy machine learning to production• Monitor and manage performance and results• Combine cloud-based tools into a cohesive data science environment• Develop reproducible data science project

Who reads Effective Data Science Infrastructure: How to make data scientists productive (MEAP v07)?

Author

Ville Tuulos

Publisher

Manning Publications Co. LLC

Published

2022

Language

EN

ISBN

9781638350989

Category

nonfiction

Subjects

Science, Management, Computer Science