July 2021
Beginner to intermediate
45m
English
A walkthrough of Chapter 1 of the O'Reilly book Practical MLOps.
Topics include:
* DevOps
* MLOps
* DataOps
* ML Platforms
* Sagemaker
* Continuous Integration and Continuous Deployment
* MLOps cookbook
* ML Engineering
* Data Engineering
* Spark
* GCP
* Azure
* Containers
* Kaizen