Machine Learning Questions and Answers

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1. What is the difference between supervised and unsupervised learning?

2. What is the purpose of a feature scaling technique?

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3. What is the difference between regression and classification?

4. What is the role of a hyperparameter in machine learning?

5. What is the purpose of cross-validation in machine learning?

6. What is the difference between accuracy and precision in machine learning?

7. What is the role of regularization in machine learning?

8. What is the difference between a decision tree and a random forest?

9. What is the purpose of feature engineering in machine learning?

10. What is the difference between batch and online learning?

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