Topics covered in this course include: 

Module 1: Introduction to ETL Testing on Databricks

• Understand the importance of ETL testing in data pipelines.

• Explore the challenges and best practices for ETL testing on Databricks.

• Introduce the Databricks ETL testing framework.

Module 2: Core ETL Testing Concepts

• Learn key ETL testing concepts like data quality, data validation, and performance testing.

• Explore ETL testing methodologies and frameworks.

• Discuss the role of ETL testing in data-driven decision making.

Module 3: Building a Databricks ETL Testing Framework

• Create a customized ETL testing framework using Databricks tools and libraries.

• Implement data generation, data validation, and test case management.

• Integrate with CI/CD pipelines for automated testing.

Module 4: ETL Testing Automation

• Automate ETL testing using Databricks automation tools and frameworks.

• Create reusable test scripts and test suites.

• Implement data-driven testing and parameterization.

Module 5: Advanced ETL Testing Techniques

• Explore advanced ETL testing techniques like performance testing, regression testing, and security testing.

• Implement data profiling and data quality assessment.

• Address complex ETL testing challenges like stability and performance issues.

Module 6: ISTQB-Recognized Testing Capabilities

• Learn ISTQB-recognized testing concepts and methodologies.

• Apply ISTQB principles to ETL testing on Databricks.

• Prepare for ISTQB certifications related to ETL testing.

Module 7: Real-World ETL Testing Projects

• Work on real-world ETL testing projects on Databricks.

• Practice ETL testing methodologies and techniques.

• Gain hands-on experience with different ETL scenarios and challenges.

Module 8: Career Development and Opportunities

• Explore career paths in ETL testing and data engineering.

• Discuss job market trends and opportunities.

• Prepare for interviews and showcase your ETL testing skills.

This comprehensive syllabus covers all aspects of Databricks ETL automation testing, equipping you with the skills and knowledge to become a proficient ETL tester. By completing this course, you'll be well-prepared to leverage your expertise in data engineering and unlock new career opportunities.