| Github Repo | HTML Slides | Executable Slides | |||
|---|---|---|---|---|---|
| Week 1 | Exploratory Data Science in Python | ||||
| Wednesday, August 30 | Lecture 1A |
|
|||
| Wednesday, September 6 | Lecture 1B |
|
|||
| HW #1 assigned | |||||
| Week 2 | Data Visualization Fundamentals | ||||
| Monday, September 11 | Lecture 2A |
|
|||
| Wednesday, September 13 | Lecture 2B |
|
|||
| Week 3 | More Interactive Data Viz, Intro to Vector Data & GeoPandas | ||||
| Monday, September 18 | Lecture 3A |
|
|||
| Wednesday, September 20 | Lecture 3B |
|
|||
| Week 4 | Geospatial Analysis & Mapping | ||||
| Monday, September 25 | Lecture 4A |
|
|||
| HW #1 due | |||||
| HW #2 assigned | |||||
| Wednesday, September 27 | Lecture 4B |
|
|||
| Week 5 | More Geospatial Analysis: Street Networks and Raster Data | ||||
| Monday, October 2 | Lecture 5A |
|
|||
| Wednesday, October 4 | Lecture 5B |
|
|||
| Week 6 | Web Scraping | ||||
| Monday, October 9 | Lecture 6A |
|
|||
| HW #2 due | |||||
| HW #3 assigned | |||||
| Wednesday, October 11 | Lecture 6B |
|
|||
| Week 7 | Working with APIs | ||||
| Monday, October 16 | Lecture 7A |
|
|||
| Wednesday, October 18 | Lecture 7B |
|
|||
| Week 8 | Analyzing and Visualizing Large Datasets | ||||
| Monday, October 23 | Lecture 8A |
|
|||
| HW #3 due | |||||
| HW #4 assigned | |||||
| Wednesday, October 25 | Lecture 8B |
|
|||
| Week 9 | From Notebooks to the Web: Part 1 | ||||
| Monday, October 30 | Lecture 9A |
|
|||
| Wednesday, November 1 | Lecture 9B |
|
|||
| Week 10 | From Notebooks to the Web: Part 2 | ||||
| Monday, November 6 | Lecture 10A |
|
|||
| HW #4 due | |||||
| HW #5 assigned | |||||
| Wednesday, November 8 | Lecture 10B |
|
|||
| Week 11 | Clustering Analysis in Python | ||||
| Monday, November 13 | Lecture 11A |
|
|||
| Wednesday, November 15 | Lecture 11B |
|
|||
| Week 12 | Predictive Modeling with Scikit-Learn, Part 1 | ||||
| Monday, November 20 | Lecture 12A |
|
|||
| HW #5 due | |||||
| HW #6 assigned | |||||
| Monday, November 27 | Lecture 12B |
|
|||
| Week 13 | Predictive Modeling with Scikit-Learn, Part 2 | ||||
| Wednesday, November 29 | Lecture 13A |
|
|||
| Monday, December 4 | Lecture 13B |
|
|||
| Week 14 | Advanced Raster Analysis | ||||
| Wednesday, December 6 | Lecture 14A |
|
|||
| HW #6 due | |||||
| Final project proposal due | |||||
| Monday, December 11 | Lecture 14B |
|
|||
| Wednesday, December 20 | Final project due | ||||
Schedule: Section 401
Note
The schedule is tentative and could change in the future.