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ST 452 Statistical Learning and Data Analytics
厂罢听452听听Statistical Learning and Data Analytics听听(3 credit hours)听听
Basic principles and techniques of data analytics, data wrangling, and visualization. Statistical learning techniques, including (a) supervised learning topics like regression and classification, (b) unsupervised learning techniques like clustering and principal component analysis, (c) an introduction to deep learning, and (d) an Introduction to text mining and natural language processing. The concepts will be implemented with R, and the focus will be on practical case studies with real-world datasets.
Typically offered in Fall only