Practice Ci/cd For Machine Learning (14.6) - Machine Learning Pipelines and Automation

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9 questions

Flashcard drill
3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What does CI stand for in the context of CI/CD?
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Think about how we integrate code regularly.
Question 2.
Name one tool used for automated testing in ML.
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This is often associated with continuous integration.
3Question 3.
What does CI in CI/CD represent?
- Continuous Integration
- Continuous Improvement
- Code Integration
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It’s the first part of the CI/CD acronym.
4Question 4.
True or False: Model validation checks if performance metrics are met.
- True
- False
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Think about what happens before deployment.
Question 5.
Design a CI/CD pipeline for a hypothetical ML model predicting housing prices. Outline the components involved.
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Think about each aspect of the pipeline we discussed.
Question 6.
Explain how you would apply CI/CD principles to solve a problem with a model that starts to degrade after several months in production.
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Focus on the feedback loop aspect and continuous learning.

5 more questions in this section. Enroll free to practise them all.