CI/CD with Databricks Asset Bundles (DAB)
>_ What You'll Learn
- Package notebooks, jobs, and configurations as versioned code with Databricks Asset Bundles
- Create automated CI/CD pipelines that deploy reliably from development to production
- Build and distribute custom Python packages for use in your Databricks environment
- Implement unit testing and validation for Databricks code
- Set up GitHub Actions workflows for automated builds, tests, and deployments
- Apply DevOps best practices to Databricks
>_ Requirements
- Experience with Databricks fundamentals (notebooks, clusters, jobs)
- Basic Python knowledge
- Understanding of YAML Syntax
- Awareness of Git and GitHub
- Awareness of CI/CD
/ Course Details & Curriculum
- Get oriented with Databricks Asset Bundles and CI/CD concepts. Review the course goals, the “infinite delivery loop,” and where to find code samples for each hands-on module.
- Provision your Azure Databricks workspaces, configure VS Code, install the Databricks CLI, and prepare Databricks Connect for IDE-driven development.
- Learn the core databricks bundles commands—init, validate, deploy, run, and destroy—and how to define, version, and manage your analytics project in databricks.yml.
- Integrate PyTest for unit and integration tests, run tests via CI or Databricks Connect, and generate coverage reports to enforce quality gates.
- Understand how to switch between local PySpark for rapid unit testing and Databricks Connect to execute and debug code on real clusters, ensuring parity between your IDE and the cloud.
- Apply your knowledge in three practical hands-on projects:
- Notebook ETL pipelines (Bronze→Silver→Gold)
- Python script tasks and .whl-packaged jobs
- Delta Live Tables streaming pipelines
- Onboard your project to Git, adopt branch-based workflows, and author GitHub Actions or Azure Pipelines to automate builds, tests, staging (with approval), and production rollouts.
Author and Instructor
Malvik Vaghadia
Expert at Udemy
With years of hands-on experience in Development, Malvik Vaghadia has dedicated thousands of hours to teaching and mentorship. This course is the culmination of industry best practices and a proven curriculum that has helped thousands of students transition into professional roles.
Community Feedback
Michael Chen
Verified Enrollment
"This CI/CD with Databricks Asset Bundles (DAB) course was exactly what I needed. The instructor explains complex Development concepts clearly. Highly recommended!"
Sarah Johnson
Verified Enrollment
"I've taken many Udemy courses on Development, but this one stands out. The practical examples helped me land a job."
David Smith
Verified Enrollment
"Great value for money. The section on Databricks was particularly helpful."
Emily Davis
Verified Enrollment
"Excellent structure and pacing. I went from zero to hero in Development thanks to this course. Lifetime access is a huge plus."
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