AI Product Expert Certification - Master Generative AI Skills
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Overview
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Learn to automate CI/CD processes for Databricks using advanced Asset Bundles (DABs) and GitHub Actions in this 41-minute conference talk. Discover how Databricks Asset Bundles provide command-line deployment capabilities for Databricks assets including notebooks, Python code, DLT pipelines, and workflows. Explore the fundamentals of why DABs are an effective solution for CI/CD automation, then dive into a comprehensive working project demonstration. Master advanced implementation techniques including variable management, target-specific overrides, code linting, integration testing, and automated deployment workflows triggered by code review approvals. Follow best practices for creating scalable and maintainable deployment pipelines that ensure high-quality deployments. Gain practical knowledge through hands-on examples and leave with the skills to build your first GitHub Action using Databricks Asset Bundles for production-ready data engineering workflows.
Syllabus
CI/CD for Databricks: Advanced Asset Bundles and GitHub Actions
Taught by
Databricks