7.6 - Common AI Models Used in Modelling
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Practice Questions
Test your understanding with targeted questions
What is Linear Regression used for?
💡 Hint: Think about relationships between variables.
What type of problems does Logistic Regression solve?
💡 Hint: Consider outcomes with two possibilities.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does Linear Regression predict?
💡 Hint: Think of it as drawing a line on a graph.
Is Logistic Regression appropriate for multi-class classification?
💡 Hint: Consider how many outcomes it can handle.
1 more question available
Challenge Problems
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A company wants to predict future sales based on previous year sales and advertising expenses using Linear Regression. Explain the steps they would need to take.
💡 Hint: Think about the data collection and the equation of a line.
In a dataset containing images of cats and dogs, how would you design a Neural Network to classify them?
💡 Hint: Consider how the network needs to learn patterns from the images.
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