Automated Deployment with Databricks Asset Bundles (DABs)

Course Learning Objectives

Review the core principles of DevOps, including continuous integration and continuous deployment (CI/CD) and testing, and how they apply to Databricks projects.
Evaluate the tools available for continuous deployment (CD) of Databricks projects, including the Databricks REST API, SDK, and CLI.
Explore the benefits of Databricks Asset Bundles for continuous deployment and their folder structure and main components.
Learn how to validate, deploy, and run Databricks Asset Bundles using the Databricks CLI to multiple target environments using different configurations.
At a high level, learn how to automate deployment pipelines for Databricks projects using GitHub Actions with Databricks Asset Bundles to streamline the CI/CD process.
Get a quick introduction into how to use Visual Studio Code for developing, testing, and deploying Databricks Asset Bundles.