LEAD 624 Advanced Data Analytics with R

Prerequisite: Open to students admitted to the doctoral program in Organizational Leadership with approval of the adviser and Program Director. See ITMG 524.

The Advanced Data Analytics with R course introduces advanced concepts and techniques to discovering patterns in data and business data, identifying variables with the most predictive power, and developing and assessing predictive models using R. The course combines statistics, theoretical knowledge of various data mining techniques, and applied data analytics. Students implement these techniques in R and use their understanding of the theoretical knowledge to interpret and analyze results produced in R.