Advanced Data Mining for Business Applications

Many new problems in business, science, industry, arts, and entertainmentrequire traditional and non-traditional forms of data mining. This course willallow students to master these new developments and applications. It willspecifically focus on techniques such as advanced linear and non-linearregression, classification methods, model selection and assessment,clustering, and text mining among others.