Practice Common Ai Models Used In Modelling (7.6) - Modelling

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6 sample questions

Question 1.
What is Linear Regression used for?
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Think about relationships between variables.
Question 2.
What type of problems does Logistic Regression solve?
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Consider outcomes with two possibilities.
3Question 3.
What does Linear Regression predict?
- Categories
- Numerical values
- Binary outcomes
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Think of it as drawing a line on a graph.
4Question 4.
Is Logistic Regression appropriate for multi-class classification?
- True
- False
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Consider how many outcomes it can handle.
Question 5.
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.
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Think about the data collection and the equation of a line.
Question 6.
In a dataset containing images of cats and dogs, how would you design a Neural Network to classify them?
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Consider how the network needs to learn patterns from the images.

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