AutoML and KaizenML – Chapter 5 Walkthrough Practical MLOps

A walkthrough of Chapter 5 of the O’Reilly book Practical MLOps.

Topics include:
* Getting models into production* Feature Store vs Data Warehouse* AutoML* MLOps* DataOps* ML Platforms* Sagemaker* Continuous Integration and Continuous Deployment* MLOps cookbook* ML Engineering* Data Engineering* Spark* GCP* Azure* Containers* Kaizen