Implementing a Data Analytics Solution with Azure Databricks (DP-3011)

Course Overview

1 - Explore Azure Databricks

• Get started with Azure Databricks
• Identify Azure Databricks workloads
• Understand key concepts

2 - Use Apache Spark in Azure Databricks

• Get to know Spark
• Create a Spark cluster
• Use Spark in notebooks
• Use Spark to work with data files
• Visualize data

3 - Use Delta Lake in Azure Databricks

• Get Started with Delta Lake
• Create Delta Lake tables
• Create and query catalog tables
• Use Delta Lake for streaming data

4 - Use SQL Warehouses in Azure Databricks

• Get started with SQL Warehouses
• Create databases and tables
• Create queries and dashboards

5 - Run Azure Databricks Notebooks with Azure Data Factory

• Understand Azure Databricks notebooks and pipelines
• Create a linked service for Azure Databricks
• Use a Notebook activity in a pipeline
• Use parameters in a notebook

Prerequisites

None