Professional Certificate in Data Mining: Predictive Modeling
-- ViewingNowThe Professional Certificate in Data Mining: Predictive Modeling is a comprehensive course that equips learners with essential skills in predictive modeling, a highly sought-after skill in today's data-driven world. This course covers various techniques, including regression, classification, clustering, and dimensionality reduction, enabling learners to analyze large datasets and make data-driven decisions.
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โข Introduction to Data Mining
โข Data Preprocessing for Predictive Modeling
โข Understanding Predictive Modeling
โข Regression Analysis in Data Mining
โข Classification Techniques in Predictive Modeling
โข Decision Trees and Random Forests
โข Support Vector Machines for Predictive Analysis
โข Ensemble Methods in Data Mining
โข Evaluation Metrics for Predictive Models
โข Real-World Applications of Predictive Modeling
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