Practice Ci/cd For Ml (mlops) (20.3.1) - Deployment and Monitoring of Machine Learning Models

Practice: CI/CD for ML (MLOps)

Lesson 20.3.1Deployment and Monitoring of Machine Learning Models

Practise this section

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.
Sign up to start the exercise
Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
Sign up to start the quiz

6 sample questions

Question 1.
What is CI in CI/CD?
Show hintHide hint
Think of how code quality is maintained.
Question 2.
Name one tool used for CI/CD.
Show hintHide hint
Consider popular automation tools in software development.
3Question 3.
What does Continuous Integration aim to do?
- Automatically deploy code
- Automatically test and validate code
- Track model performance
Show hintHide hint
Focus on the goals of CI.
4Question 4.
True or False: A model registry is used to track code changes.
- True
- False
Show hintHide hint
Consider what a model registry specifically manages.
Question 5.
You are implementing CI/CD in a healthcare ML application. What challenges might arise, and how would you ensure compliance with regulations?
Show hintHide hint
Consider industry-specific regulations that impact deployment.
Question 6.
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?
Show hintHide hint
Think about the flow from data to deployment in this context.

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