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Introduction to Statistical Machine Learning Using R Short Course
This 4-day, 2-part short course will provide an overview of statistical machine learning and data mining techniques with applications to the analysis of real data. Supervised learning techniques will be covered, including penalized regression such as LASSO and its variants, support vector machines. The main emphasis will be on the analysis of real data sets from various scientific fields. The techniques discussed will be demonstrated in R.
PLEASE NOTE: This course will be divided in to two parts: September 20 & 22 and October 4 & 6