Book Image

Data Modeling for Azure Data Services

By : Peter ter Braake
Book Image

Data Modeling for Azure Data Services

By: Peter ter Braake

Overview of this book

Data is at the heart of all applications and forms the foundation of modern data-driven businesses. With the multitude of data-related use cases and the availability of different data services, choosing the right service and implementing the right design becomes paramount to successful implementation. Data Modeling for Azure Data Services starts with an introduction to databases, entity analysis, and normalizing data. The book then shows you how to design a NoSQL database for optimal performance and scalability and covers how to provision and implement Azure SQL DB, Azure Cosmos DB, and Azure Synapse SQL Pool. As you progress through the chapters, you'll learn about data analytics, Azure Data Lake, and Azure SQL Data Warehouse and explore dimensional modeling, data vault modeling, along with designing and implementing a Data Lake using Azure Storage. You'll also learn how to implement ETL with Azure Data Factory. By the end of this book, you'll have a solid understanding of which Azure data services are the best fit for your model and how to implement the best design for your solution.
Table of Contents (16 chapters)
1
Section 1 – Operational/OLTP Databases
8
Section 2 – Analytics with a Data Lake and Data Warehouse
13
Section 3 – ETL with Azure Data Factory

Exercises

If you want some more practice with creating ERDs, you can use the following two exercises. You can find the solutions to the exercises in the downloads for this book.

Exercise 1 – student registration

A well-known course provider located centrally in the country needs a system to plan their courses and keep track of which students follow which courses when. They have many courses you can follow. Each course is part of a curriculum that makes courses easier to find on the website. A course may be taught by a teacher employed by the institute or by an independent contractor. For each course leader, we must know which courses they are able to deliver. We also need to be able to quickly show which courses were delivered most recently and which course a teacher delivers the most. For freelancers, they keep track of extra information, such as registration with the chamber of commerce.

Courses are not provided to private individuals. Students are registered by their...