Professional Certificate in Gradient Boosting Methods
-- ViewingNowThe Professional Certificate in Gradient Boosting Methods is a comprehensive course that equips learners with essential skills in machine learning. This program focuses on gradient boosting, a powerful and widely-used technique for building predictive models.
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โข Introduction to Gradient Boosting Methods
โข Understanding Decision Trees
โข Regression Trees and Boosting
โข Classification Trees and Boosting
โข Gradient Boosting Algorithms
โข Regularization in Gradient Boosting
โข XGBoost: Extreme Gradient Boosting
โข LightGBM: Gradient Boosting with Tree-based Learning Algorithms
โข CatBoost: Gradient Boosting for Ordered and Categorical Data
โข Evaluation Metrics for Gradient Boosting Models
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