Course Catalog
| BAN 505 Predictive Analytics | 3 Credits | ||||||||||||||||||
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| This course introduces basic concepts and models of supervised and unsupervised statistical learning models . The topics include, multiple regression, logistic regression, classfication, resampling methods, subset selection, the ridge, the lasso, tree-based methods, support vector machines, principal component analysis, and clustering. | |||||||||||||||||||
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| Prerequisite: __ | |||||||||||||||||||
| Corequisite: __ | |||||||||||||||||||
| ECTS Credit: 10 ECTS (10 ECTS for students admitted before 2013-14 Academic Year) | |||||||||||||||||||
| General Requirements: | |||||||||||||||||||