20.3 - Building a Production Pipeline
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Practice Questions
Test your understanding with targeted questions
What does CI stand for in MLOps?
💡 Hint: Think of how code changes are managed.
Name one tool that can be used for Continuous Deployment.
💡 Hint: Recall the tools we discussed.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is Continuous Integration?
💡 Hint: Focus on the definition of CI.
True or False: Continuous Deployment means manual deployment of validated changes.
💡 Hint: Think about how changes are carried out in modern MLOps.
1 more question available
Challenge Problems
Push your limits with advanced challenges
A team finds that their model frequently breaks after deployment. Describe how implementing CI/CD could resolve this issue.
💡 Hint: Focus on the benefits of automated testing and deployment.
Imagine a scenario where a machine learning model needs to be updated weekly. Discuss how a model registry can facilitate this process.
💡 Hint: Consider how version control aids in frequent updates.
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