Statistical Pattern Recognition and Classification

3 Credits

Mathematical and statistical tools for decision making based on categorization of patterns present in data. Topics include regression, feature extraction, dimensionality reduction, parametric and non- parametric approaches to decision, estimation, and classification problems.