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Azure Data Scientist Associate Certification Guide

You're reading from   Azure Data Scientist Associate Certification Guide A hands-on guide to machine learning in Azure and passing the Microsoft Certified DP-100 exam

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Product type Paperback
Published in Dec 2021
Publisher Packt
ISBN-13 9781800565005
Length 448 pages
Edition 1st Edition
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Authors (2):
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Andreas Botsikas Andreas Botsikas
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Andreas Botsikas
Michael Hlobil Michael Hlobil
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Michael Hlobil
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Table of Contents (17) Chapters Close

Preface 1. Section 1: Starting your cloud-based data science journey
2. Chapter 1: An Overview of Modern Data Science FREE CHAPTER 3. Chapter 2: Deploying Azure Machine Learning Workspace Resources 4. Chapter 3: Azure Machine Learning Studio Components 5. Chapter 4: Configuring the Workspace 6. Section 2: No code data science experimentation
7. Chapter 5: Letting the Machines Do the Model Training 8. Chapter 6: Visual Model Training and Publishing 9. Section 3: Advanced data science tooling and capabilities
10. Chapter 7: The AzureML Python SDK 11. Chapter 8: Experimenting with Python Code 12. Chapter 9: Optimizing the ML Model 13. Chapter 10: Understanding Model Results 14. Chapter 11: Working with Pipelines 15. Chapter 12: Operationalizing Models with Code 16. Other Books You May Enjoy

Deploying Azure ML through the portal

In this section, you are going to deploy an Azure ML workspace through the Azure portal wizard. First, navigate to the Azure portal at https://portal.azure.com.

There are a couple of ways in which you can initiate the creation of an Azure ML workspace wizard. The following are the three most popular ones:

  • From the home page of the Azure portal, you can select Create a resource from either the top of the page underneath the Azure services label or the Azure portal menu in the upper-left corner:

Figure 2.1 – Creating a resource in the Azure portal

This approach is the most generic one and will ask you to search for the service you want to create. Search for machine learning and select the first option from the Marketplace search results that are provided by Microsoft:

Figure 2.2 – ML search results in Azure Marketplace

You can review the service information...

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