O'Reilly:Introducing MLOps

How to Scale Machine learning in the enterprise

Existing DevOps and DataOps expertise is not enough to put ML models in production at scale, as the fundamental challenges are different.

This book will give analytics and IT operations team leaders the understanding they need to successfully deploy, monitor, and manage machine learning models at scale in production.


This early release version of Introducing MLOps includes:

  • Chapter 1: Why Now & MLOps Challenges
  • Chapter 2: People of MLOps
  • Chapter 3: Key MLOps Features
  • Chapter 7: Monitoring & Feedback Loop

Get An Exclusive Early Look at 4 Chapters of the O'Reilly Ebook