AI-Accelerated Product Development
Registering ML Models
Total time needed:
To learn how models can be stored, tracked and collaborated on.
Potential Use Cases
Repeatable and collaborative ML projects
Who is This For ?
Machine learning engineers and data scientists who are looking on how to store and iterate on their models.
Click on each of the following
to see details.
1. How to build a ML Model Registry
Why have a ML Registry?
How to build a ML registry yourself?
2. Storing ML Models in Sagemaker
How to register a ML Model in sagemaker?
How are models grouped?
How to deploy a model?
3. Storing ML Models in Azure ML
How to register a ML Model in Azure ML?
How to tag models in Azure ML?
4. Storing ML Models in ML Flow.
How to register a ML Model in ML Flow?
5. Why do we need a ML Model registry?
Why do you need a ML Model Registry?