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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the purpose of a training set?
💡 Hint: Think about what a student needs to learn.
Question 2
Easy
What is a test set used for?
💡 Hint: Consider how you test general knowledge.
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 a training set do?
💡 Hint: It's the data we use for teaching the model.
Question 2
True or False: A test set is used to tune hyperparameters.
💡 Hint: Think of the role each set plays.
Solve 1 more question and get performance evaluation
Push your limits with challenges.
Question 1
You are developing a model to predict weather patterns. Design a data split approach explaining how you would use the training, validation, and test sets.
💡 Hint: Think about how to use your data wisely.
Question 2
A model shows high accuracy on the training set but poor performance on the test set. Discuss what’s happening and how to improve the model.
💡 Hint: Reflect on what it means to comprehend versus memorize.
Challenge and get performance evaluation