Texas A&M University 3 credits STAT
Version control via Git and Github; code profiling; numerical optimization; writing documentation; creation of R packages; case studies of computational challenges based on modern machine learning methods including regularized logistic regression, k-means clustering, sparse regression. Prerequisites: Graduate classification or approval of instructor.
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