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...

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Detalles Bibliográficos
Otros Autores: Tuulos, Ville, author (author), Oliphant, Travis E., writer of foreword (writer of foreword)
Formato: Grabación no musical
Idioma:Inglés
Publicado: [Shelter Island, New York] : Manning Publications [2022]
Edición:[First edition]
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009840472606719
Descripción
Sumario: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.
Descripción Física:1 online resource (1 sound file (11 hr., 20 min.))