Practice CI/CD for ML (MLOps) - 20.3.1 | 20. Deployment and Monitoring of Machine Learning Models | Data Science Advance
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is CI in CI/CD?

💡 Hint: Think of how code quality is maintained.

Question 2

Easy

Name one tool used for CI/CD.

💡 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

💡 Hint: Focus on the goals of CI.

Question 2

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

  • True
  • False

💡 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?

💡 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?

💡 Hint: Think about the flow from data to deployment in this context.

Challenge and get performance evaluation