DSC 385 Schedule
Lectures
1. Introduction
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2. Aesthetic mappings
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3. Visualizing amounts/telling a story
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- Slides Part I (visualizing amounts)
- Worksheet Part I
- Slides Part II (telling a story)
4. Coordinate systems and axes
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5. Visualizing distributions 1
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6. Visualizing distributions 2
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7. Color scales
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8. Color spaces and color-vision deficiency
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9. Data wrangling
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- Slides Part I (pipe, sorting, filtering, mutating)
- Worksheet Part I
- Slides Part II (summarizing, pivoting, joining)
- Worksheet Part II
10. Visualizing proportions
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11. Getting to know your data
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- Slides
- Worksheet Part I (data cleaning)
- Worksheet Part II (missing data)
12. Getting things into the right order
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13. Figure design
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14. Compound figures
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15. Visualizing trends
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16. Functions and functional programming
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17. Working with models
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18. Visualizing uncertainty
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19. Dimension reduction 1
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20. Dimension reduction 2
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21. Clustering
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22. Hierarchical clustering
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23. Redundant coding, text annotations
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24. Overplotting
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25. Visualizing geospatial data
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26. Interactive plots, animations
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27. Introduction to web design concepts
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