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Could you explain the pros and cons of utilizing decision trees in data analysis?

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Data Analyst
Marketer
General
ML Knowledge

Structure your answer by first explaining what decision trees are, then discuss advantages (interpretability, handling non-linear relationships) followed by limitations (overfitting, instability).

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Hard Difficulty

Hard questions require advanced understanding and critical thinking. Here, your problem-solving skills are key, as these questions often involve complex scenarios needing in-depth analysis and well-structured responses.

ML Knowledge question

ML Knowledge questions test your theoretical understanding of machine learning concepts. Showcase your grasp of algorithms, model training techniques, feature engineering, and the mathematical foundations of artificial intelligence.

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