Postgraduate Certificate in Machine Learning Regression Models
-- ViewingNowThe Postgraduate Certificate in Machine Learning Regression Models is a comprehensive course designed to equip learners with essential skills in machine learning and predictive analytics. This program focuses on regression models, a critical area in machine learning, which helps to solve prediction problems with continuous outcome variables.
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โข Introduction to Machine Learning & Regression Models
โข Simple Linear Regression
โข Multiple Linear Regression
โข Polynomial and Stepwise Regression
โข Regularization in Regression Models
โข Ridge, Lasso, and Elastic Net Regression
โข Assessing Model Performance in Regression
โข Advanced Regression Techniques: Decision Trees and Random Forests
โข Support Vector Regression (SVR)
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