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Can you elaborate on how gradient boost is used in machine learning and how it works?

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Data Analyst
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ML Knowledge

Explain both the theoretical foundation and practical applications, focusing on how it improves upon previous boosting methods.

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Leaderboard for Gradient Boost in Machine Learning Applications?”