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Databricks Data Engineer Certification
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Module 11
CI/CD for Databricks Projects
1
Git Branching Strategies for Databricks Projects
Compare common Git branching models (e.g., GitFlow, trunk-based) for managing Databricks projects.
2
Testing Data Transformations in Databricks
Write unit tests for data transformation logic in Databricks notebooks.
Integration Testing Data Pipelines via REST API
Implement an integration test for a data pipeline using the REST API to trigger a job and validate output.
Automated Testing with GitHub Actions
Create a CI workflow (e.g., using GitHub Actions) that runs automated tests on pull requests.
5
Deploying with Databricks Asset Bundles
Deploy pipelines and associated assets across environments using Databricks Asset Bundles.
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Production Operations and Automation
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Professional Certification Scenarios