| Github Repo | HTML Slides | Executable Slides | |||
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| Week 1 | Exploratory Data Science in Python | ||||
| Thursday, August 31 | Lecture 1A |
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| Lecture 1B |
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| HW #1 assigned | |||||
| Week 2 | Data Visualization Fundamentals | ||||
| Thursday, September 7 | Lecture 2A |
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| Lecture 2B |
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| Week 3 | More Interactive Data Viz, Intro to Vector Data & GeoPandas | ||||
| Thursday, September 14 | Lecture 3A |
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| Lecture 3B |
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| HW #1 due | |||||
| HW #2 assigned | |||||
| Week 4 | Geospatial Analysis & Mapping | ||||
| Thursday, September 21 | Lecture 4A |
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| Lecture 4B |
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| Week 5 | More Geospatial Analysis: Street Networks and Raster Data | ||||
| Thursday, September 28 | Lecture 5A |
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| Lecture 5B |
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| HW #2 due | |||||
| HW #3 assigned | |||||
| Week 6 | Web Scraping | ||||
| Thursday, October 5 | Lecture 6A |
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| Lecture 6B |
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| Week 7 | Working with APIs | ||||
| Thursday, October 19 | Lecture 7A |
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| Lecture 7B |
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| HW #3 due | |||||
| Monday, October 23 | HW #4 assigned | ||||
| Week 8 | Analyzing and Visualizing Large Datasets | ||||
| Thursday, October 26 | Lecture 8A |
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| Lecture 8B |
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| Week 9 | From Notebooks to the Web: Part 1 | ||||
| Thursday, November 2 | Lecture 9A |
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| Lecture 9B |
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| Monday, November 6 | HW #4 due | ||||
| HW #5 assigned | |||||
| Week 10 | From Notebooks to the Web: Part 2 | ||||
| Thursday, November 9 | Lecture 10A |
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| Lecture 10B |
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| Week 11 | Clustering Analysis in Python | ||||
| Thursday, November 16 | Lecture 11A |
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| Lecture 11B |
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| Monday, November 20 | HW #5 due | ||||
| HW #6 assigned | |||||
| Week 12 | Predictive Modeling with Scikit-Learn, Part 1 | ||||
| Tuesday, November 21 | Lecture 12A |
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| Lecture 12B |
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| Week 13 | Predictive Modeling with Scikit-Learn, Part 2 | ||||
| Thursday, November 30 | Lecture 13A |
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| Lecture 13B |
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| Wednesday, December 6 | HW #6 due | ||||
| Final project proposal due | |||||
| Week 14 | Advanced Raster Analysis | ||||
| Thursday, December 7 | Lecture 14A |
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| Lecture 14B |
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| Wednesday, December 20 | Final project due | ||||
Schedule: Section 402
Note
The schedule is tentative and could change in the future.