Use R for predictive analytics and machine learning through our one-day course. Taught in association with analytics company Jumping rivers.
Topics include:
-Introduction to analytics - a general introduction and techniques in common use
-Simple regression problems - simple and multiple linear regression and model diagnostics
-Model selection & assessment - Cross validation and bootstrapping; penalised regression and shrinkage
-Classification - KNN, clustering, logistic regression, Linear Discriminant analysis and associated diagnostics
