MLOps (Machine Learning Operations) Fundamentals
Publish date: 2022-11-11 Friday
Last updated: 2022-11-22 Tuesday
Last updated: 2022-11-22 Tuesday
title
Can be found at https://www.coursera.org/learn/mlops-fundamentals
what is it about
- Identify and use core technologies required to support effective MLOps.
- Adopt the best CI/CD practices in the context of ML systems.
- Configure and provision Google Cloud architectures for reliable and effective MLOps environments.
- Implement reliable and repeatable training and inference workflows.
Contains introduction to kubernetes, google AI pipelines (a google product), tuning a model, kubeflow pipelines and CI/CD things with AI pipelines.
what do I think about it
I haven’t done these courses, so I can’t really evaluate them. I think basic kubernetes knowledge, kubeflow pipelines are super useful.