20.3.1 - CI/CD for ML (MLOps)
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Practice Questions
Test your understanding with targeted questions
What is CI in CI/CD?
💡 Hint: Think of how code quality is maintained.
Name one tool used for CI/CD.
💡 Hint: Consider popular automation tools in software development.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does Continuous Integration aim to do?
💡 Hint: Focus on the goals of CI.
True or False: A model registry is used to track code changes.
💡 Hint: Consider what a model registry specifically manages.
1 more question available
Challenge Problems
Push your limits with advanced challenges
You are implementing CI/CD in a healthcare ML application. What challenges might arise, and how would you ensure compliance with regulations?
💡 Hint: Consider industry-specific regulations that impact deployment.
Design a CI/CD pipeline for a retail company that wants to deploy models related to customer behavior prediction. What key stages would you include?
💡 Hint: Think about the flow from data to deployment in this context.
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