Current Course Outline/Notes and Slides

2015 Homework Assignments

HW#1 Solution

Data Sets for 2015 Homework

Problem 4:HW1-100HW1-1000

Problem 16: Ames House Price Data

Some 2015 Handouts

Optimizing the "AUC" Criterion

SVD Examples(R Code)

Kernel PCA Example(R Code)

Exam 1 (Sp '15)

Key

Exam 2 (Sp '15)

Key

2013 Homework Assignments2013 Course Outline

**Data
Sets for 2013 Homework**

Problem 10: Set3

Problem 14: Set4

Problem 16: Set5

Problem 25: Seeds

Problem 27: Spectral

Exam 1 (Sp '13)

Key

Exam 2 (Sp '13)

Key

2011 Course Outline

2011 Homework 1 Solution2011 Homework 2 Solution2011 Homework 3 Solution2011 Homework 4 Solution2011 Homework 5 Solution2011 Homework 6 Solution

Exam 1 (Sp '11)KeyExam 2 (Sp '11)Key

Congratulations to the team of Wen Zhou, Cory Lanker, Fangfang Liu, Jia Liu, Ian Mouzon and Wei Zhang for placing 5th on Task 1 in the2013 Data Mining Cup(DMC)! See the ISU write-up of their accomplishment here.

Congratulations to the team of Cory Lanker, Guillermo Basulto-Elias, Fan Cao, Xiaoyue Cheng, Marius Dragomiroiu, Jessica Hicks, Ian Mouzon, Lafeng Pan, and Xin Yin for placing 1st in the2014 Data Mining Cup(DMC)! See the ISU write-up of their accomplishment here. Hear President Leath's comments about their work in his 2014 Annual Address here (beginning at 6:45 in the video). Here is a .pdf of their certificate: