Advanced Certificate in Decision Trees for E-commerce
-- ViewingNowThe Advanced Certificate in Decision Trees for E-commerce is a comprehensive course designed to empower learners with the essential skills to make data-driven decisions in the e-commerce industry. This course highlights the importance of decision trees, a powerful statistical tool used to analyze complex datasets and predict outcomes.
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โข Advanced Decision Trees in E-commerce
โข Decision Trees Algorithms: C4.5, CART, and CHAID
โข Data Preprocessing for Decision Trees
โข Feature Selection and Engineering
โข Overfitting and Pruning Techniques
โข Boosting and Bagging Decision Trees
โข Implementing Decision Trees in Python (Scikit-learn)
โข Real-world Applications of Decision Trees in E-commerce
โข Evaluation Metrics for Decision Trees
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