Below is the schedule from fall 2013, which was the last time that the course was taught using a standard lecture-based format. This schedule has been edited to make it easier for those viewing the videos now after the course ended.

Click here to see the schedule from fall 2015 when the course was taught using a blended-learning format.

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 |