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15 Week
24000
21600
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.
