Practice A/b Testing And Canary Deployments (12.6.3) - Scalability & Systems
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A/B Testing and Canary Deployments

Practice - A/B Testing and Canary Deployments

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is A/B Testing?

💡 Hint: Think of the letters A and B!

Question 2 Easy

What does a Canary Deployment involve?

💡 Hint: Think about how canaries are used in mines!

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

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

💡 Hint: Think about the goal of testing.

Question 2

Canary Deployments are intended to:

True
False

💡 Hint: Remember the gradual release concept.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

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

💡 Hint: Discuss the elements involved in collecting data.

Challenge 2 Hard

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.

💡 Hint: Consider how to mitigate risks during the rollout.

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Reference links

Supplementary resources to enhance your learning experience.