8.3.1 - Training Set
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Practice Questions
Test your understanding with targeted questions
What is a training set used for?
💡 Hint: Think about the core purpose of any dataset in AI.
Name one important feature of a training set.
💡 Hint: Why do we need balance in the dataset?
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the purpose of a training set?
💡 Hint: Think about its primary role during the learning phase.
True or False: A training set is always the same as a test set.
💡 Hint: Consider their purposes in the model lifecycle.
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Challenge Problems
Push your limits with advanced challenges
Design a training set for a model that predicts customer churn based on usage data. Describe the characteristics you would include.
💡 Hint: Think about different customer interactions that might influence retention.
You encountered overfitting while testing your model. What steps would you take to refine the training set and improve model performance?
💡 Hint: Reflect on solutions that both increase variety and reduce noise.
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