Effective data science infrastructure

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...

Descripción completa

Detalles Bibliográficos
Autor Corporativo: Manning Publications (Firm), publisher (publisher)
Otros Autores: Tuulos, Ville, author (author)
Formato: Vídeo online
Idioma:Inglés
Publicado: [Shelter Island, New York] : Manning Publications [2022]
Edición:[First edition]. Video edition
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009841207206719
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.
Notas:"In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video."
Descripción Física:1 online resource (1 video file (11 hr., 29 min.)) : sound, color