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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
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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

Classifying data

Please examine the airdelayspredict.csv file that you created in Chapter 9, Integrating Azure Cognitive Services and Machine Learning. You will find a schema classification on the Overview tab or in the Schema view: U.S. Stage Name for DEST_STATE_ABR and ORIGIN_STATE_ABR. This is one of the predefined classification rules that are available in Purview.

Let's discover where you can find them and how you can add your own classifications and classification rules.

Please navigate to the Management hub of your Purview Studio, Metadata management with the two nodes, Classification and Classification rules.

Please examine the two nodes. You will find the System and Custom categories in these lists.

The System list already shows about 100+ different classifications, such as Age of an individual, for example, or different patterns for passport numbers and much more. Some of them are pattern-oriented and implement a regular expression to recognize the pattern...

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