Effective data science infrastructure how to make data scientists productive

Effective Data Science Infrastructure teaches you to build data pipelines and project workflows that will supercharge data scientists and their projects. Based on state-of-the-art tools and concepts that power data operations of Netflix, this book introduces a customizable cloud-based approach to mo...

Full description

Bibliographic Details
Other Authors: Tuulos, Ville, author (author), Oliphant, Travis E., writer of foreword (writer of foreword)
Format: Nonmusical Recording
Language:Inglés
Published: [Shelter Island, New York] : Manning Publications [2022]
Edition:[First edition]
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009840472606719
Description
Summary:Effective Data Science Infrastructure teaches you to build data pipelines and project workflows that will supercharge data scientists and their projects. Based on state-of-the-art tools and concepts that power data operations of Netflix, this book introduces a customizable cloud-based approach to model development and MLOps that you can easily adapt to your company’s specific needs. As you roll out these practical processes, your teams will produce better and faster results when applying data science and machine learning to a wide array of business problems.
Physical Description:1 online resource (1 sound file (11 hr., 20 min.))