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

Understanding entity relationship diagrams

By performing an entity analysis, you analyze a process or a part of a process. You focus on the data used in that process. What data do you need? Take, for instance, a planner. What do they need to know to be able to do the planning? In addition, you look at the results of the process. You store the results of whatever was planned.

As another example, a store needs to keep track of which products will be sold for what price. The sales department needs to know which customers buy what kind of products and for what amounts and what the costs are to be able to sell those products. All this information needs to be stored somewhere in the database. Looking again at an online shop, you need to store data about customers, products, and orders. These are the entities involved in this process. Entities are specific objects in the world you want to store data about. Entities will be defined in the next section. Entities become tables in our databases...