Practice CI/CD for ML (MLOps) - 20.3.1 | 20. Deployment and Monitoring of Machine Learning Models | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is CI in CI/CD?

πŸ’‘ Hint: Think of how code quality is maintained.

Question 2

Easy

Name one tool used for CI/CD.

πŸ’‘ Hint: Consider popular automation tools in software development.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does Continuous Integration aim to do?

  • Automatically deploy code
  • Automatically test and validate code
  • Track model performance

πŸ’‘ Hint: Focus on the goals of CI.

Question 2

True or False: A model registry is used to track code changes.

  • True
  • False

πŸ’‘ Hint: Consider what a model registry specifically manages.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You are implementing CI/CD in a healthcare ML application. What challenges might arise, and how would you ensure compliance with regulations?

πŸ’‘ Hint: Consider industry-specific regulations that impact deployment.

Question 2

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?

πŸ’‘ Hint: Think about the flow from data to deployment in this context.

Challenge and get performance evaluation