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Azure Data Engineer Associate Certification Guide

You're reading from   Azure Data Engineer Associate Certification Guide Ace the DP-203 exam with advanced data engineering skills

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781805124689
Length 548 pages
Edition 2nd Edition
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Authors (3):
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Newton Alex Newton Alex
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Newton Alex
Giacinto Palmieri Giacinto Palmieri
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Giacinto Palmieri
Mr. Surendra Mettapalli Mr. Surendra Mettapalli
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Mr. Surendra Mettapalli
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Azure Basics FREE CHAPTER
2. Chapter 1: Introducing Azure Basics 3. Part 2: Data Storage
4. Chapter 2: Implementing a Partition Strategy 5. Chapter 3: Designing and Implementing the Data Exploration Layer 6. Part 3:Data Processing
7. Chapter 4: Ingesting and Transforming Data 8. Chapter 5: Developing a Batch Processing Solution 9. Chapter 6: Developing a Stream Processing Solution 10. Chapter 7: Managing Batches and Pipelines 11. Part 4:Secure, Monitor, and Optimize Data Storage and Processing
12. Chapter 8: Implementing Data Security 13. Chapter 9: Monitoring Data Storage and Data Processing 14. Chapter 10: Optimizing and Troubleshooting Data Storage and Data Processing 15. Chapter 11: Accessing the Online Practice Resources 16. Other Books You May Enjoy

Transforming Data Using T-SQL

T-SQL is a procedural language that is used by both dedicated and Serverless SQL ingess in Synapse. Similar to the transformations that you have seen in Spark, T-SQL also provides a rich set of transformations.

Note

This section primarily focuses on the Transform data by using Transact-SQL (T-SQL) in Azure Synapse Analytics concept of the DP-203: Data Engineering on Microsoft Azure exam.

The following are some of the most important ones:

  • SELECT: This command is used to select data from a subset of columns. Its syntax is as follows:
    SELECT[firstName], [lastName] from dbo.Driver WHERE [city] = ‘New York’;
  • ORDER BY: This command is used to sort rows by a particular column. Its syntax is as follows:
    SELECT [firstName], [lastName] from dbo.Driver ORDER BY [firstName];
  • DISTINCT: This command is used to select unique rows from the input. Its syntax is as follows:
    SELECT DISTINCT [firstName], [lastName] from dbo.Driver;
  • ...
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