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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the primary purpose of a test set?
💡 Hint: Think about what we need to check after training.
Question 2
Easy
Name two potential issues with not using a test set.
💡 Hint: What happens if we only look at training results?
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 goal of using a test set in AI?
- To train the model
- To evaluate model performance
- To gather data
💡 Hint: Think about what stage comes after training.
Question 2
True or False: The test set is used to tune hyperparameters of a model.
- True
- False
💡 Hint: Consider what we do during model training.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You have a dataset for image classification with 10,000 images. Would you divide this into training, validation, and test sets? Explain your methodology.
💡 Hint: Consider the standard ratios used in practice.
Question 2
Create a scenario where failing to use a test set might lead to inappropriate business decisions. Discuss the potential fallout.
💡 Hint: Think about how customer experiences can shape company decisions.
Challenge and get performance evaluation