Automated Testing for ML Quiz

Quiz covering CI/CD for ML

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   In the context of ML pipelines, what is the primary purpose of a 'unit test' for a data transformation function?

2. 2

   Which of the following describes an 'invariance test' in the context of ML model testing?

3. 3

   When implementing CI/CD for ML, why is 'data validation' a critical automated step before model training?

4. 4

   You are designing an automated test to ensure your model does not exhibit unwanted bias toward specific demographic groups. Which testing category does this fall under?

5. 5

   In a robust CI/CD pipeline for ML, why is it considered a best practice to run 'Model Training Tests' (e.g., over-fitting a small subset of data) before full-scale training?