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Creating an Environment

Explore how to create Azure Machine Learning environments to run and reproduce ML jobs. This lesson covers using prebuilt environments, building custom setups with Conda or Docker, and managing environment configurations for consistent results.

What is an environment?

In the context of Azure, the environment is the software or package needed to run the machine learning job. We can use the environments to set up and reproduce the same results for the ML jobs. Azure Machine Learning comes with prebuilt environments, which can be used directly. To learn all the environments present in the resource group, we can use the command below:

Shell
az ml environment list

We can create an ...