2.4.3 - Types of AI Models
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Practice Questions
Test your understanding with targeted questions
What is a classification model?
💡 Hint: Think of spam email filters.
Give an example of a regression model.
💡 Hint: Consider real estate.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does a classification model do?
💡 Hint: Think about spam filtering.
True or False: Regression models can be used for predicting discrete values.
💡 Hint: Consider the definition of regression.
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Challenge Problems
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Given a dataset of patient health records, how would you decide which AI model to use? Provide reasons for your choice.
💡 Hint: Consider the outcome you are looking for.
Design an experiment comparing a regression model and a classification model on the same dataset. What differences would you expect to see in performance metrics?
💡 Hint: Focus on how each model processes data.
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