Enabling Team Based Data Science with Azure Databricks
Lab
Beginner
1 h 0 m
2020-01-11
Lab Overview
In this lab you will be able to explain why Azure Databricks can be used to help in Data Science projects. You will provision and Azure Databricks instance and will then create a workspace that will be used to perform a simple data preparation task from a Data Lake Store Gen II store. Finally, the student will perform a walk-through of performing transformations using Azure Databricks.

Related Learning Path(s):
DP-200: Implementing an Azure Data Solution
Objectives
  • Explain Azure Databricks
  • Work with Azure Databricks
  • Read data with Azure Databricks
  • Perform transformations with Azure Databricks
Exercises
In this exercise, you will create an Azure Databricks workspace and a Databricks cluster.
In this exercise, you will configure your Azure Databricks cluster to connect and read data from your Azure Data Lake Store.
In this exercise, you will perform basic transformations with Azure Databricks including retrieving a specific columns in a dataset, renaming columns in a dataset, adding annotations and other basic transformations.
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