MLOps Infrastructure on Azure Machine Learning
Workspaces, datastores, compute, assets, registries and infrastructure as code for machine learning operations, from the AI-300 outline.
MSAZ-260 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · Microsoft Certification Prep
Course content
- 1What MLOps isComing
- 2Azure Machine Learning workspacesComing
- 3Datastores and data assetsComing
- 4Compute targetsComing
- 5Access control for ML resourcesComing
- 6Environments and componentsComing
- 7Registries for sharing assetsComing
- 8Infrastructure as code with Bicep and the CLIComing
- 9GitHub Actions for MLComing
- 10Network isolationComing
- 11Git and source control for MLComing
- 12A reference MLOps architectureComing
Requirements
Recommended background. You can start any course at any time.
Description
Workspaces, datastores, compute, assets, registries and infrastructure as code for machine learning operations, from the AI-300 outline.