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Cloud Scale Analytics with Azure Data Services

You're reading from   Cloud Scale Analytics with Azure Data Services Build modern data warehouses on Microsoft Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781800562936
Length 520 pages
Edition 1st Edition
Tools
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Author (1):
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Patrik Borosch Patrik Borosch
Author Profile Icon Patrik Borosch
Patrik Borosch
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Data Warehousing and Considerations Regarding Cloud Computing
2. Chapter 1: Balancing the Benefits of Data Lakes Over Data Warehouses FREE CHAPTER 3. Chapter 2: Connecting Requirements and Technology 4. Section 2: The Storage Layer
5. Chapter 3: Understanding the Data Lake Storage Layer 6. Chapter 4: Understanding Synapse SQL Pools and SQL Options 7. Section 3: Cloud-Scale Data Integration and Data Transformation
8. Chapter 5: Integrating Data into Your Modern Data Warehouse 9. Chapter 6: Using Synapse Spark Pools 10. Chapter 7: Using Databricks Spark Clusters 11. Chapter 8: Streaming Data into Your MDWH 12. Chapter 9: Integrating Azure Cognitive Services and Machine Learning 13. Chapter 10: Loading the Presentation Layer 14. Section 4: Data Presentation, Dashboarding, and Distribution
15. Chapter 11: Developing and Maintaining the Presentation Layer 16. Chapter 12: Distributing Data 17. Chapter 13: Introducing Industry Data Models 18. Chapter 14: Establishing Data Governance 19. Other Books You May Enjoy

Using Cognitive Services with your data

In this section, you will learn how to provision a cognitive service in your subscription and then use it with a Synapse Spark notebook on incoming data. Let's do this with the Text Analytics cognitive service:

  1. First, proceed to the Azure portal and hit + Create a resource. Search for Text Analytics and from the quick results, select Text Analytics.
  2. On the starting blade, hit Create and start the provisioning of your cognitive service.
  3. On the Basics blade, in the Project details section, select the right subscription and either select an existing resource group or create a new one. In the Instance Details section, select a region where you want to provision your Text Analytics service. You'll want to have it in the same region as the Synapse Analytics workspace where you will create and run your notebook.
  4. Add a name for your cognitive service and finally select a pricing tier. To take care of your budget, you want...
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