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Work with compute in Azure Machine Learning

Offered By: Microsoft via Microsoft Learn

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Course Description

Overview

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  • Module 1: Azure Machine Learning Python SDK v2

    In this module, you'll learn how to:

    • Choose the appropriate compute target.
    • Create and use a compute instance.
    • Create and use a compute cluster.
  • Module 2: Use Azure Machine Learning Python SDK v2 to work with environments

    In this module, you'll learn how to:

    • Understand environments in Azure Machine Learning.
    • Explore and use curated environments.
    • Create and use custom environments.

Syllabus

  • Module 1: Module 1: Work with compute targets in Azure Machine Learning
    • Introduction
    • Choose the appropriate compute target
    • Create and use a compute instance
    • Create and use a compute cluster
    • Exercise - Work with compute resources
    • Knowledge check
    • Summary
  • Module 2: Module 2: Work with environments in Azure Machine Learning
    • Introduction
    • Understand environments
    • Explore and use curated environments
    • Create and use custom environments
    • Exercise - Work with environments
    • Knowledge check
    • Summary

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