Tuulos, Ville
Effective Data Science Infrastructure
- ISBN 13:
- 9781617299193
- author:
- Tuulos, Ville
- format:
- Paperback / softback
- publisher:
- Manning Publications
- language:
- English
- Publication Year:
- 2022
- Pages:
- 325
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 2 working days
Description
Simplify your data science infrastructure to boost productivity. Effective Data Science Infrastructure shows you how to design and deploy efficient systems for data scientists. You'll learn how to handle compute, orchestration, and machine learning in the cloud, as well as monitor and manage performance and results. The book reveals scalable techniques for data storage, computation, experiment tracking, and more, relevant to companies of all sizes. By mastering these techniques, you can make your existing cloud infrastructure work better with open source software and idiomatic Python, giving you a cohesive data science environment that grows with your organization.
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