| Description |
1 online resource (1 volume) : illustrations |
| Note |
Includes index. |
| Summary |
Effective Data Science Infrastructure: How to make data scientists more productive 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. In it, you'll master scalable techniques for data storage, computation, experiment tracking, and orchestration that are relevant to companies of all shapes and sizes. 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. |
| Subject |
Data mining.
|
|
Database management.
|
|
Exploration de données (Informatique) |
|
Bases de données -- Gestion. |
|
Data mining |
|
Database management |
| Added Author |
Oliphant, Travis E., writer of foreword.
|
| Other Form: |
Print version: Tuulos, Ville. Effective data science infrastructure. Shelter Island : Manning Publications, 2022 9781617299193 (OCoLC)1289300110 |
| ISBN |
9781638350989 (electronic bk.) |
|
1638350981 (electronic bk.) |
|
9781617299193 (electronic bk.) |
|
1617299197 (electronic bk.) |
|
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