STAT 860

Statistical Machine Learning.

North Dakota State University · UGRD · Fall 2026

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This course provides several fundamental concepts and methods in statistical machine learning: linear method for regression, linear method for classification, KNN, regression tree, classification tree, bagging, random forest, boosting, support vector machine, neural networks, K-means clustering. Prereq: STAT 661 , STAT 671 and STAT 768 .

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Class #north_dakota_state-5319Fall 2026UGRD3 credits
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