Tentative plan for STK4030-f13: Modern data analysis.


Week 34 ( 8/20  -  8/24 ): 1 Introduction and 2 Overview of supervised learning 
Week 35 ( 8/27  -  8/30 ):                   "
Week 36 ( 9/3   -  9/7  ): 3 Linear methods for regression
Week 37 ( 9/10  -  9/14 ):                   "                     
Week 38 ( 9/17  -  9/21 ):                   "
Week 39 ( 9/24  -  9/28 ):                   "
Week 40 ( 10/1  -  10/5 ): 4 Linear methods for classification
Week 41 ( 10/8  -  10/12):                   "
Week 42 ( 10/15 -  10/19): 5 Basis expansions and regularization
Week 43 ( 10/22 -  10/26):                   "
Week 44 ( 10/29 -  11/2 ): 6 Kernel smoothing methods
Week 45 ( 11/5  -  11/9 ): 7 Model assessment and selsction
Week 46 ( 11/12 -  11/16):                   "
Week 47 ( 11/19 -  11/23): 8 Model Inference and averaging
Week 48 ( 11/26 -  11/30): 9 Additive models, trees and related models