Introduction to Azure Databricks
Introduction to Databricks
Create a Databricks workspace
Exercise – Use Apache Spark notebooks
Access SQL Data Warehouse instances with Azure Databricks
Create users and assign a resource class
Manage SQL Data Warehouse
Create tables and perform queries
Load data by using Data Factory
Load data by using PolyBase
Integrate with Azure Databricks
Data ingestion with Azure data factory
Overview of Azure Data Factory and Azure Databricks
Create an Azure storage account and an Azure Data Factory instance
Exercise – Ingest data by using Azure Databricks
Read and write data by using Azure Databricks
Exercise – Read and write data by using Azure Databricks
Perform basic data transformations in Azure Databricks
Exercise – Perform basic data transformation by using Azure Databricks
Perform advanced data transformation in Azure Databricks
Advanced data transformation
Exercise – Perform advanced data transformation by using Azure Databricks
Create data pipelines by using Databricks Delta
Overview of Databricks Delta
Exercise – Create data pipelines by using Databricks Delta
Work with streaming data in Azure Databricks
Exercise – Perform data streaming by using Azure Databricks
Create data visualizations by using Azure Databricks and Power BI
Overview of Databricks visualization options
Exercise – Create data visualizations by using Azure Databricks