Class | Date | Day | Activities |
1 | 8/26 | Monday | Syllabus, Website, R Introduction, Day #1 quiz, video (skip R introduction starting at 47:11) |
2 | 8/28 | Wednesday | R Introduction (part 1, part 2) videos from my YouTube channel |
9/2 | Monday | Labor Day | |
3 | 9/4 | Wednesday | Matrix algebra, video, in-class discussion video (unavailable) |
4 | 9/9 | Monday | Data-distributions-correlation, video |
5 | 9/11 | Wednesday | Data-distributions-correlation, video |
6 | 9/16 | Monday | Data-distributions-correlation, review, video |
7 | 9/18 | Wednesday | Test #1 |
8 | 9/23 | Monday | Graphics, video |
9 | 9/25 | Wednesday | Graphics, video |
10 | 9/30 | Monday | Graphics, project #1, groups sign up sheet, video |
11 | 10/2 | Wednesday | Graphics, principal component analysis, video |
12 | 10/7 | Monday | Principal component analysis, video |
13 | 10/9 | Wednesday | Principal component analysis, factor analysis, video |
14 | 10/14 | Monday | Factor analysis, project #1 due at noon on 10/15, video |
15 | 10/16 | Wednesday | Factor analysis, project #2, video |
10/21 | Monday | Fall break | |
16 | 10/23 | Wednesday | Factor analysis, cluster analysis, review, video |
17 | 10/28 | Monday | Test #2 |
18 | 10/30 | Wednesday | Cluster analysis, video (please watch this video in lieu of our regular class) |
19 | 11/4 | Monday | Cluster analysis, video (recorded on 10/29/14 due to technical difficulties in 2013) |
20 | 11/6 | Wednesday | Cluster analysis, discriminant analysis, project #2 due on Thursday at noon, video |
21 | 11/11 | Monday | Discriminant analysis, project #3, video |
22 | 11/13 | Wednesday | Discriminant analysis, video |
23 | 11/18 | Monday | Discriminant analysis, nearest neighbor analysis, video |
24 | 11/20 | Wednesday | Nearest neighbor analysis, logistic regression models for classification, evaluations, video |
25 | 11/25 | Monday | Logistic regression models for classification, project #3 due Tuesday at noon, video |
11/27 | Wednesday | Thanksgiving | |
26 | 12/2 | Monday | Logistic regression models for classification, review, video |
27 | 12/4 | Wednesday | Test #3 |
28 | 12/9 | Monday | Multinomial regression models for classification, video |
29 | 12/11 | Wednesday | Multinomial regression models for classification, testing means, random forests, review, video |
30 | 12/17 | Tuesday | Final exam at 10AM |