Introduction
- Overview of Databricks and Apache Spark
- Understanding the Databricks architecture
Getting Started
- Setting up the Environment
- Setting up and configuring Databricks
- Navigating the Databricks user interface
- Creating a Databricks workspace
Working with Data in Databricks
- Connecting to an Apache Spark data source
- Understanding the basics columns and datatypes
- Managing file system into Notebooks
Managing Jobs and Clusters
- Creating and configuring clusters
- Creating jobs using Notebook
- Running jobs
- Viewing jobs and job details
Using Delta Lake in Databricks
- Loading data into Delta Lake
- Managing data in Delta Lake
Securing Databricks
- Managing Databricks security
- Managing backup and recovery