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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does TFX stand for?
๐ก Hint: Think about the full name of the framework.
Question 2
Easy
What is one feature of Michelangelo?
๐ก Hint: Consider what aspects of ML can be automated.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does TFX stand for?
๐ก Hint: Think about the purpose of the framework.
Question 2
True or False: Michelangelo includes features for A/B testing.
๐ก Hint: Review what aspects of ML deployment are considered in Michelangelo.
Solve 1 more question and get performance evaluation
Push your limits with challenges.
Question 1
Design a scalable ML pipeline using TFX for a hypothetical e-commerce platform. Outline the key components and describe their functions.
๐ก Hint: Think about the specific stages of ML from data collection to model deployment.
Question 2
Evaluate a scenario where a model deployed via Michelangelo starts showing performance issues. How would you utilize A/B testing to address this?
๐ก Hint: Consider how you would gather and analyze user interactions over time while deploying both models.
Challenge and get performance evaluation