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Data Science Interview Questions and Answers

Question: Explain the concept of ensemble learning and give an example.
Answer: Ensemble learning combines predictions from multiple models to improve overall performance. Random Forest is an example of an ensemble learning algorithm, which aggregates predictions from multiple decision trees.

Example:

A Random Forest model combining predictions from 100 decision trees to enhance accuracy and reduce overfitting.

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