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Automated Machine Learning with Microsoft Azure

You're reading from   Automated Machine Learning with Microsoft Azure Build highly accurate and scalable end-to-end AI solutions with Azure AutoML

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Product type Paperback
Published in Apr 2021
Publisher Packt
ISBN-13 9781800565319
Length 340 pages
Edition 1st Edition
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Authors (2):
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Dennis Michael Sawyers Dennis Michael Sawyers
Author Profile Icon Dennis Michael Sawyers
Dennis Michael Sawyers
Dennis Sawyers Dennis Sawyers
Author Profile Icon Dennis Sawyers
Dennis Sawyers
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Table of Contents (17) Chapters Close

Preface 1. Section 1: AutoML Explained – Why, What, and How
2. Chapter 1: Introducing AutoML FREE CHAPTER 3. Chapter 2: Getting Started with Azure Machine Learning Service 4. Chapter 3: Training Your First AutoML Model 5. Section 2: AutoML for Regression, Classification, and Forecasting – A Step-by-Step Guide
6. Chapter 4: Building an AutoML Regression Solution 7. Chapter 5: Building an AutoML Classification Solution 8. Chapter 6: Building an AutoML Forecasting Solution 9. Chapter 7: Using the Many Models Solution Accelerator 10. Section 3: AutoML in Production – Automating Real-Time and Batch Scoring Solutions
11. Chapter 8: Choosing Real-Time versus Batch Scoring 12. Chapter 9: Implementing a Batch Scoring Solution 13. Chapter 10: Creating End-to-End AutoML Solutions 14. Chapter 11: Implementing a Real-Time Scoring Solution 15. Chapter 12: Realizing Business Value with AutoML 16. Other Books You May Enjoy

Creating your first AMLS workspace

Navigating Microsoft Azure for the first time can be a daunting experience. With hundreds of services with similar capabilities, it's easy to get lost. Therefore, it is important for you to follow this guide step by step, beginning by creating an Azure account. If you already have an Azure account, you can skip ahead to the Creating an AMLS workspace section.

Creating an Azure account

Let's begin:

  1. To create an Azure account, navigate to https://azure.microsoft.com.
  2. Click the green Start free button, as shown in the following screenshot. Depending on your location, this button may be located in a slightly different location. Once you've clicked this button, you will be asked to select an email address associated with your Microsoft account:

    Note

    If you use Microsoft Windows, you should have a Microsoft account. If you do not, then you can create a Microsoft account by following the instructions at https://account.microsoft...

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