Certificate in Decision Trees & Visualization
-- ViewingNowThe Certificate in Decision Trees & Visualization is a valuable course that focuses on teaching effective data analysis techniques using Decision Trees, a powerful tool for decision-making. This course is in high demand in the industry as businesses increasingly rely on data-driven decisions.
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โข Introduction to Decision Trees & Visualization
โข Data Preprocessing & Cleaning
โข Understanding Decision Trees: Structure & Algorithm
โข Building Decision Trees using Python (Scikit-learn)
โข Visualization Techniques for Decision Trees
โข Overfitting & Pruning in Decision Trees
โข Introduction to Ensemble Methods: Bagging & Boosting
โข Random Forests: Concept & Implementation
โข Gradient Boosted Decision Trees (GBDT)
โข Advanced Topics: Decision Trees for Regression, Multiclass Classification, and Unsupervised Learning
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