Machine learning and data mining are emerging fields between statistics and computer science which focus ... random forests, bagging, boosting and support vector machines, as well as more advanced ...

This module starts with an overview of data mining methods, then focuses on frequent pattern analysis ... and covers several core classification methods including decision tree induction, Bayesian ...

Find out more about available formats and browse any associated online resources. The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated ...