Using Machine Learning Pipeline Execution Activity in Azure Data Factory


The Azure Machine Learning (AML) Python SDK v2 is an updated Python SDK package. It helps to build a single command or a chain of commands like Python functions to create a single step or a complex workflow.

I will discuss the end-to-end solution for writing a code logic in AML Python script and execute the ML Pipeline through Azure Data Factory Pipeline.

Here are the Azure Resources used:

Azure Data Factory Azure Machine Learning Steps

The following steps will explain the creation of the Azure Data Resources and execution of a Machine Learning Pipeline through Azure