Schedule
| Week | Session | Day | Date | Topic |
|---|---|---|---|---|
| 1 | 1 | Th | 08/29 | Course Overview & Introduction to the Data Science Lifecycle more Assignment 1 due 09/05 11:59 PM |
| 2 | M | 09/02 | Labor Day - no classes (Tuesday follows Monday schedule) |
|
| 2 | 2 | Tu | 09/03 | Python Basics more ** |
| 2 | 3 | Th | 09/05 | Python Basics more |
| 3 | 4 | M | 09/09 | Python conditionals, loops, functions, aggregating. more ** |
| 3 | 5 | Th | 09/12 | Python conditionals, loops, functions, aggregating (continued) more |
| 4 | 6 | M | 09/16 | Python visualization, data manipulation , and feature creation. more ** |
| 4 | 7 | Th | 09/19 | Python visualization, data manipulation , and feature creation (continued) more |
| 5 | 8 | M | 09/23 | Overview of Modeling more ** |
| 5 | 9 | Th | 09/26 | Overview of Modeling more |
| 6 | 10 | M | 09/30 | Introduction to R more ** |
| 6 | 11 | Th | 10/03 | Introduction to R more |
| 7 | 12 | M | 10/07 | Python and Regression more |
| 7 | 13 | Th | 10/10 | Python and Regression more |
| 8 | 14 | M | 10/14 | No Class - Columbus Day more |
| 8 | 15 | Th | 10/17 | Midterm more ** |
| 9 | 16 | M | 10/21 | Unsupervised Models more Assignment 7 due 10/28 11:59 PM |
| 9 | 17 | Th | 10/24 | Unsupervised Models more |
| 10 | 18 | M | 10/28 | Advanced Supervised Models more |
| 10 | 19 | Th | 10/31 | Advanced Supervised Models more |
| 11 | 20 | M | 11/04 | Text and NLP more |
| 11 | 21 | Th | 11/07 | Text and NLP more |
| 12 | 22 | M | 11/11 | Introduction to Big Data more |
| 12 | 23 | Th | 11/14 | Time Series Analysis more |
| 13 | 24 | M | 11/18 | Image Data and Deep Learning more |
| 13 | 25 | Th | 11/21 | Image Data and Deep Learning more |
| 14 | 26 | M | 11/25 | Automl and Modeling Packages more |
| 14 | Th | 11/28 | Thanksgiving |
|
| 15 | 27 | M | 12/02 | Automl and Model Search more |
| 15 | 28 | Th | 12/05 | Final Presentations more |
| 16 | 29 | M | 12/09 | Final Presentations more |
| 17 | TBD | TBD | Final Exam |