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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

Exploring the Azure ML Studio experience

Azure Machine Learning comes with a dedicated web interface that allows you to implement both no-code and code-first data science initiatives. You can access the web interface either through the Launch studio button within the Azure portal resource, as you saw in the previous section, or by visiting the https://ml.azure.com page directly. With the latter approach, if this is your first time you've visited the Studio site, you will have to manually select the Azure Active Directory tenant, the Subscription, and the name of the Machine Learning workspace you want to connect to, as shown in Figure 3.3.

Figure 3.3 – Selecting the machine learning workspace in ml.azure.com

Once you've selected your workspace, you will land on the home page of Azure Machine Learning Studio, as shown in Figure 3.4.

Figure 3.4 – Azure Machine Learning Studio home page

On the left-hand side, you...

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