Understanding the scenario for an end-to-end (E2E) solution

In this recipe, you will learn about an E2E solution that you will be building in this chapter. We will look at various components used in the solution and the data warehouse model that we will be creating in a Synapse dedicated pool.

Getting ready

You need to ensure you read the following chapters before starting on this recipe if you are new to Azure Databricks:

• Chapter 2, Reading and Writing Data from and to Various Azure Services and File Formats
• Chapter 4, Working with Streaming Data
• Chapter 6, Exploring Delta Lake in Azure Databricks

Also, you will need to have a basic understanding of facts and dimension tables in a data warehouse.

How to do it…

In this section, you will understand an E2E data pipeline scenario along with the modern data warehouse model that will be created as part of the solution. The following points list down all the stages of the data pipeline, right from...