| 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 |