12.1 - Need for Evaluation
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Practice Questions
Test your understanding with targeted questions
What is the purpose of evaluating AI models?
💡 Hint: Think about what information we gain from testing.
Name one risk associated with not evaluating an AI model?
💡 Hint: Consider the outcomes of untested systems.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does evaluating an AI model help determine?
💡 Hint: Think about what you'd want to verify before using it in practice.
True or False: A model that overfits performs well on unseen data.
💡 Hint: What happens when a model learns patterns too strictly?
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a hypothetical AI system for diagnosing illnesses. Describe in detail how you would evaluate its performance.
💡 Hint: Think about which metrics are most important for healthcare applications.
Critique a fictional scenario where a weather prediction model was used without evaluation, leading to faulty forecasts. What were the consequences?
💡 Hint: Visualize how human behavior could be affected by faulty predictions.
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