Covers: application of How to store ML Models
Estimated time needed to finish: 5 minutes
Questions this item addresses:
  • How to register a ML Model in Azure ML?
  • How to tag models in Azure ML?
How to use this item?

Use the azureml.core.model library in python to name, tag, and descriptions for a ML model

Author(s) / creator(s) / reference(s)
Microsoft
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Registering Ml Models

Contributors
Total time needed: ~38 minutes
Objectives
To learn how models can be stored, tracked and collaborated on.
Potential Use Cases
Repeatable and collaborative ML projects
Who is This For ?
INTERMEDIATEMachine learning engineers and data scientists who are looking on how to store and iterate on their models.
Click on each of the following annotated items to see details.
Resources5/5
ARTICLE 1. How to build a ML Model Registry
  • Why have a ML Registry?
  • How to build a ML registry yourself?
7 minutes
ARTICLE 2. Storing ML Models in Sagemaker
  • How to register a ML Model in sagemaker?
  • How are models grouped?
  • How to deploy a model?
20 minutes
ARTICLE 3. Storing ML Models in Azure ML
  • How to register a ML Model in Azure ML?
  • How to tag models in Azure ML?
5 minutes
WRITEUP 4. Storing ML Models in ML Flow.
  • How to register a ML Model in ML Flow?
5 minutes
WRITEUP 5. Why do we need a ML Model registry?
  • Why do you need a ML Model Registry?
1 minutes

Concepts Covered

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