Practice A/B Testing and Canary Deployments - 12.6.3 | 12. Scalability & Systems | Advance Machine Learning
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is A/B Testing?

πŸ’‘ Hint: Think of the letters A and B!

Question 2

Easy

What does a Canary Deployment involve?

πŸ’‘ Hint: Think about how canaries are used in mines!

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 is the main purpose of A/B Testing?

  • To test two models in isolation
  • To compare the performance of two models in real time
  • To deploy models gradually

πŸ’‘ Hint: Think about the goal of testing.

Question 2

Canary Deployments are intended to:

  • True
  • False

πŸ’‘ Hint: Remember the gradual release concept.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You need to decide between two algorithms for a major product feature. Describe how you would use A/B Testing to make this decision.

πŸ’‘ Hint: Discuss the elements involved in collecting data.

Question 2

Imagine you are rolling out a new user interface with a Canary Deployment. List the factors you would monitor and how you would respond to potential issues.

πŸ’‘ Hint: Consider how to mitigate risks during the rollout.

Challenge and get performance evaluation