Bsta 522 Statistical Learning and Big Data

This course is designed to introduce theory and methods for statistical learning and new emerging challenges in big data analysis. In recent years, statistical learning has played a crucial role in informatics and data science. Ever increasing data size creates new challenges for traditional statistical learning and this is an active research area. This course will cover traditional statistical learning methods as well as newer methods for such challenges. Expected preparation: Previous exposure to linear algebra and R.