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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
Author Profile Icon Andreas Botsikas
Andreas Botsikas
Michael Hlobil Michael Hlobil
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Michael Hlobil
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Toc

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

Questions

Please answer the following questions to check your knowledge of the topics that were discussed in this chapter:

  1. What is the default minimum number of nodes for an AzureML compute cluster?

    a. 0

    b. 1

    c. Equal to the maximum number of nodes

  2. You upload a CSV file to the default datastore that contains credit card transaction details. Which of the following methods should you use to create a dataset reference?

    a. Dataset.File.from_files()

    b. Dataset.Tabular.from_delimited_files()

    c. Workspace.from_csv_files()

    d. Datastore.from_csv_files()

  3. How can you force the creation of a blob container during the registration process of an Azure blob-based datastore?

    a. Pass the force_create=True parameter to the Datastore.register_azure_blob_container() method.

    b. Pass the create_if_not_exists=True parameter to the Datastore.register_azure_blob_container() method.

    c. Pass the force_create=True parameter to the Datastore.register_container() method.

    b. Pass the create_if_not_exists=True...

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