Effective Data Science Infrastructure: How to make data scientists productive

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. The author is donating proceeds from this book to charities that support women and underrepresented groups in data science.

• ISBN: 9781617299193
• Editorial: MANNING PUBLICATIONS COMPANY
• Encuadernacion: Rústica
• Páginas: 352
• Fecha Publicación: 01/07/2022
• Nº Volúmenes: 1
• Idioma: