|
Tuesday |
Thursday |
Week 1 (Aug 21 -- Aug 25) |
-
Overview of the course (PDF)
|
-
Overview of the data mining process (PDF)
|
Week 2 (Aug 28 -- Sept 1) |
-
Python for Data Analytics (PDF)
|
|
Week 3 (Sept 4 -- Sept 8) |
|
-
Perceptron (PDF)
-
Support Vector Machines (Slides)
|
Week 4 (Sept 11 -- Sept 15) |
|
-
Neural Networks (1) (See piazza for slides.)
|
Week 5 (Sept 18 -- Sept 22) |
|
-
Neural Networks (2) (See piazza for slides.)
|
Week 6 (Sept 25 -- Sep 29) |
-
Neural Networks (3) (See piazza for slides.)
|
-
Neural Networks (4) (See piazza for slides.)
|
Week 7 (Oct 2 -- Oct 6) |
-
Neural Networks (5) (See piazza for slides.)
|
-
Neural Networks (6) (See piazza for slides.)
|
Week 8 (Oct 9 -- Oct 13) |
- No class. (October break)
|
|
Week 9 (Oct 16 -- Oct 20) |
|
|
Week 10 (Oct 23 -- Oct 27) |
|
|
Week 11 (Oct 30 -- Nov 3) |
|
- Apache Spark (See piazza for slides)
|
Week 12 (Nov 6 -- Nov 10) |
- Apache Spark (See piazza for slides)
|
|
Week 13 (Nov 13 -- Nov 17) |
- Adversarial Data Mining. See piazza for slides.
|
- Adversarial Machine Learning. See piazza for slides.
|
Week 14 (Nov 20 -- Nov 24) |
|
|
Week 15 (Nov 27 -- Dec 1) |
|
|
Week 16 (Dec 4 -- Dec 8) |
|
|