Practice Tasks Where It’s Used (2.2.3) - Chapter 2: Types of Machine Learning

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6 sample questions

Question 1.
What is supervised learning?
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Think about how the model learns.
Question 2.
Give an example of regression.
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What type of output do we get?
3Question 3.
What is supervised learning?
- Learning from labeled data
- Learning without labels
- Learning through trial and error
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Focus on how the model learns.
4Question 4.
Email spam detection is an example of which type of learning?
- True
- False
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Think about the output type.
Question 5.
Design a supervised learning system for predicting customer churn in a subscription-based service. What features would you use?
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Think about what interactions indicate potential churn.
Question 6.
Explain how you would use a classification algorithm to improve product recommendations on an e-commerce site.
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Identify patterns in existing customer data.

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