7.4.4 - Training and Testing
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Practice Questions
Test your understanding with targeted questions
What does the training phase in AI involve?
💡 Hint: Think of what the model needs to learn.
Why is testing important for an AI model?
💡 Hint: Consider the consequences of not testing.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the purpose of training in machine learning?
💡 Hint: Consider what happens during the training phase.
True or False: Testing is performed using the same data as training.
💡 Hint: Think about the purpose of testing.
1 more question available
Challenge Problems
Push your limits with advanced challenges
You have trained a model to recognize cats and dogs. During testing, it performs poorly. Discuss the possible reasons and suggest solutions.
💡 Hint: Consider what makes models successful over a diverse range of inputs.
Analyze the impact of using highly biased training data on the final model's performance.
💡 Hint: Think about how bias can skew understanding.
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