Schedule
Week | Session | Day | Date | Topic |
---|---|---|---|---|
1 | 1 | M | 01/13 | Course Overview & The Machine Learning Landscape more Assignment 1 due 01/20 11:59 PM |
1 | 2 | Th | 01/16 | Python Basics more |
2 | M | 01/20 | Martin Luther King Jr. Day. Staff holiday. No classes. ** |
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2 | 3 | Th | 01/23 | Python Basics more |
3 | 4 | M | 01/27 | Python conditionals, loops, functions, aggregating. more ** |
3 | 5 | Th | 01/30 | Python conditionals, loops, functions, aggregating (continued) more |
4 | 6 | M | 02/03 | Python visualization, data manipulation , and feature creation. more ** |
4 | 7 | Th | 02/06 | Python visualization, data manipulation , and feature creation (continued) more |
5 | 8 | M | 02/10 | Overview of Modeling more ** |
5 | 9 | Th | 02/13 | Overview of Modeling more |
6 | 10 | Tu | 02/18 | Introduction to R more ** |
6 | 11 | Th | 02/21 | Introduction to R more |
7 | 12 | M | 02/24 | Python and Regression more |
7 | 13 | Th | 02/27 | Python and Regression more |
8 | 14 | M | 03/02 | Unsupervised Models more |
8 | 15 | Th | 03/05 | Midterm more |
9 | M | 03/09 | No-class Spring Break |
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9 | Th | 03/12 | No-class Spring Break |
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10 | 16 | M | 03/16 | Extended Spring Break more ** |
10 | 17 | Th | 03/19 | Extended Spring Break more |
11 | 18 | M | 03/23 | Time Series Analysis, Unsupervised models more ** |
11 | 19 | Th | 03/26 | Time Series Analysis, Unsupervised models more Assignment 8 due 04/02 11:59 PM |
12 | 20 | M | 03/30 | Text and NLP more |
12 | 21 | Th | 04/02 | Text and NLP more |
13 | 22 | M | 04/06 | Image Data and Deep Learning more |
13 | 23 | Th | 04/09 | Image Data and Deep Learning more |
14 | 24 | M | 04/13 | Automl and Modeling Packages more |
14 | 25 | Th | 04/16 | Automl and Model Search more |
15 | 26 | M | 04/20 | Automl and Model Search more |
15 | 27 | Th | 04/23 | Big Data more ** |
16 | 28 | M | 04/27 | Final Presentations more |
17 | 29 | M | 05/06 | Final Exam Wednesday, May 6. You will have a 12 hour window starting at 9:00 AM to complete assigned take home exam. more |