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ETL Testing Mastery: Ensuring Data Integrity and Performance

ETL Testing Mastery: Ensuring Data Integrity and Performance

author
Generated by
Hitendra Singhal

Date Created
18/09/2024

AI Generated

This course provides a deep dive into ETL testing, covering data extraction, transformation, and load validation techniques. Learn how to test data integrity, automate ETL test cases, handle mismatches, and ensure performance. Ideal for data engineers and QA professionals seeking to master ETL testing processes.

What you will learn -

  • ETL Testing
  • Understanding the ETL Process in Data Pipelines
  • Setting Up an ETL Testing Environment
  • Validating Data Extraction in ETL Testing
  • Data Transformation Testing
  • Verifying Data Load in ETL Testing
  • Testing Data Completeness and Integrity in ETL Processes
  • Automating ETL Test Cases for Efficiency
  • Handling Data Mismatches in ETL Testing
  • Performance and Scalability Testing in ETL Processes
  • Managing Test Data in ETL Testing
  • Testing Incremental Data Loads in ETL
  • ETL Testing in a CI/CD Environment
  • Regression Testing for ETL Pipelines
  • Best Practices for Effective ETL Testing