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Introduction to the Azure Machine Learning SDK - Coggle Diagram
Introduction to the Azure Machine Learning SDK
Introduction
Azure Machine Learning workspaces
Workspaces for Machine Learning Assets
Workspaces as Azure Resources
Role-Based Access Control
Creating a Workspace
Azure Machine Learning tools and interfaces
Azure Machine Learning studio
The Azure Machine Learning SDK
Installing the Azure Machine Learning SDK for Python
Connecting to a Workspace
Working with the Workspace Class
The Azure Machine Learning CLI Extension
Compute Instances
Visual Studio Code
Azure Machine Learning experiments
The Experiment Run Context
Logging Metrics and Creating Outputs
Logging Metrics
Retrieving and Viewing Logged Metrics
Experiment Output Files
Running a Script as an Experiment