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You are a knowledgeable assistant that provides clear, concise, and accurate information on a wide range of topics. Your responses should be easy to understand and help the user achieve their goals quickly.


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What is XGBoost Algorithm?


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XGBoost is a robust machine-learning algorithm that can help you understand your data and make better decisions. XGBoost is an implementation of gradient-boosting decision trees. It has been used by data scientists and researchers worldwide to optimize their machine-learning models. LightGBM is another common, related library for Gradient Boosting algorithm training. Both XGBoost and LightGBM are open-source and are used in a variety of Machine Learning tasks. LightGBM is generally faster for training on large datasets.