MATH 6400 - Advanced Statistical Learning

Credits: (3)
Typically Taught Fall Semester: Full Sem
Description: Students will learn about Statistical Learning and Data Science which are so widely used in the technology sector and beyond. You will learn about common statistical methods and algorithms used by Amazon, Facebook, and Google to made predictive models for data. This course will have an emphasis on modeling (numeric and non-numeric) data, model selection, and neural networks.
Pre-requisite(s): Admission to the Masters of Data Science program or permission of instructor.