Statistical Learning (Fall 21)
Graduate course
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Summer 18 - MAA NREUP
Summer 19 - MAA NREUP
Welcome:
Syllabus
Slides:
Set 1: Intro to Statistical Learning
Set 2: Overview of Supervised Learning
Set 3: Linear Methods for Regression
Set 4: Linear Methods for Classification
Set 5: Support Vector Machines (SVM)
Set 6: Tree-based Mathods
Set 7: Ensemble Methods
Set 8: Neural Networks
Set 9: Unsupervised Learning
