schedule.Rmd

---
title: "SDS 375 Schedule Spring 2024"
description: ""
output:
  distill::distill_article:
    toc: true
    toc_depth: 2
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = FALSE)
```

## Lectures

### 1. Jan 16, 2024—Introduction

<p class="nospace">Materials:</p>

- [Slides](slides/introduction.html)  
- [Worksheet](worksheets/intro-rmarkdown.Rmd) (Solutions are [available here](worksheets/intro-rmarkdown-solutions.Rmd))

### 2. Jan 18, 2024—Aesthetic mappings

<p class="nospace">Materials:</p>

- [Slides](slides/aesthetic-mappings.html)  
- [Worksheet](worksheets/aesthetic-mappings.Rmd)

### 3. Jan 23, 2024—Telling a story, Visualizing amounts

<p class="nospace">Materials:</p>

- [Slides: Telling a story](slides/telling-a-story.html)
- [Slides: Visualizing amounts](slides/visualizing-amounts.html)  
- [Worksheet](worksheets/visualizing-amounts.Rmd)

### 4. Jan 25, 2024—Coordinate systems and axes

<p class="nospace">Materials:</p>

- [Slides](slides/coordinate-systems-axes.html)  
- [Worksheet](worksheets/coordinate-systems-axes.Rmd)

### 5. Jan 30, 2024—Visualizing distributions 1

<p class="nospace">Materials:</p>
- [Slides](slides/visualizing-distributions-1.html)  
- [Worksheet](worksheets/visualizing-distributions-1.Rmd)

          
### 6. Feb 1, 2024—Visualizing distributions 2

<p class="nospace">Materials:</p>
- [Slides](slides/visualizing-distributions-2.html)  
- [Worksheet](worksheets/visualizing-distributions-2.Rmd)

### 7. Feb 6, 2024—Color scales

<p class="nospace">Materials:</p>
- [Slides](slides/color-scales.html)  
- [Worksheet](worksheets/color-scales.Rmd)

### 8. Feb 8, 2024—Data wrangling 1

<p class="nospace">Materials:</p>

- [Slides](slides/data-wrangling-1.html)  
- [Worksheet](worksheets/data-wrangling-1.Rmd)

### 9. Feb 13, 2024—Data wrangling 2

<p class="nospace">Materials:</p>

- [Slides](slides/data-wrangling-2.html)  
- [Worksheet](worksheets/data-wrangling-2.Rmd)

### 10. Feb 15, 2024—Visualizing proportions 

<p class="nospace">Materials:</p>

- [Slides](slides/visualizing-proportions.html)  
- [Worksheet](worksheets/visualizing-proportions.Rmd)

### 11. Feb 20, 2024—Getting to know your data

<p class="nospace">Materials:</p>

- [Slides 1](slides/know-your-data-1.html)
- [Slides 2](slides/know-your-data-2.html)
- [Worksheet 1: Data cleaning and inspection](worksheets/know-your-data-1.Rmd)
- [Worksheet 2: Missing values](worksheets/know-your-data-2.Rmd)

### 12. Feb 22, 2024—Getting things into the right order

<p class="nospace">Materials:</p>

- [Slides](slides/getting-things-in-order.html)  
- [Worksheet](worksheets/getting-things-in-order.Rmd)

### 13. Feb 27, 2024—Figure design

<p class="nospace">Materials:</p>

- [Slides](slides/figure-design.html)  
- [Worksheet](worksheets/figure-design.Rmd)

### 14. Feb 29, 2024—Color spaces and color-vision deficiency

<p class="nospace">Materials:</p>

- [Slides](slides/color-spaces.html)  
- [Worksheet](worksheets/color-spaces.R)

### 15. Mar 5, 2024—Functions and functional programming

<p class="nospace">Materials:</p>

- [Slides](slides/functional-programming.html)  
- [Worksheet](worksheets/functional-programming.Rmd)

### 16. Mar 7, 2024—Visualizing trends

<p class="nospace">Materials:</p>

- [Slides](slides/visualizing-trends.html)  
- [Worksheet](worksheets/visualizing-trends.Rmd)

### 17. Mar 19, 2024—Working with models

<p class="nospace">Materials:</p>

- [Slides](slides/working-with-models.html)  
- [Worksheet](worksheets/working-with-models.Rmd)

### 18. Mar 21, 2024—Visualizing uncertainty

<p class="nospace">Materials:</p>

- [Slides](slides/visualizing-uncertainty.html)  
- [Worksheet](worksheets/visualizing-uncertainty.Rmd)

### 19. Mar 26, 2024—Dimension reduction 1

<p class="nospace">Materials:</p>

- [Slides](slides/dimension-reduction-1.html)  
- [Worksheet](worksheets/dimension-reduction-1.Rmd)

### 20. Mar 28, 2024—Dimension reduction 2

<p class="nospace">Materials:</p>

- [Slides](slides/dimension-reduction-2.html)  
- [Worksheet](worksheets/dimension-reduction-2.Rmd)

### 21. Apr 2, 2024—Clustering

<p class="nospace">Materials:</p>

- [Slides](slides/clustering.html)  
- [Worksheet](worksheets/clustering.Rmd)

### 22. Apr 4, 2024—Hierarchical clustering

<p class="nospace">Materials:</p>

- [Slides](slides/hierarchical-clustering.html)  
- [Worksheet](worksheets/hierarchical-clustering.Rmd)

### 23. Apr 9, 2024—Visualizing geospatial data

<p class="nospace">Materials:</p>

- [Slides](slides/geospatial-data.html)  
- [Worksheet](worksheets/geospatial-data.Rmd)

### 24. Apr 11, 2024—Redundant coding, text annotations

<p class="nospace">Materials:</p>

- [Slides](slides/redundant-coding.html)  
- [Worksheet](worksheets/redundant-coding.Rmd)


### 25. Apr 16, 2024—Interactive plots

<p class="nospace">Materials:</p>

- [Slides](slides/interactive-plots.html)  
- [Worksheet](worksheets/interactive-plots.Rmd)

### 26. Apr 18, 2024—Overplotting

<p class="nospace">Materials:</p>

- [Slides](slides/overplotting.html)  
- [Worksheet](worksheets/overplotting.Rmd)

### 27. Apr 23, 2024—Compound figures/Animations

<p class="nospace">Materials, compound figures:</p>

- [Slides](slides/compound-figures.html)  
- [Worksheet](worksheets/compound-figures.Rmd)

<p class="nospace">Materials, animations:</p>

- [Slides](slides/animations.html)  


### 28. Apr 25, 2024—Web design

<p class="nospace">Materials:</p>

- [Slides](slides/web-design.html)  
- [Worksheet](slides/web-design-worksheet.html)


## Homeworks

All homeworks are due by 11:00pm on the day they are due. Homeworks need to be submitted as pdf files on Canvas.

### Homework 1 (due Jan 25, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW1.Rmd)
- [HTML](assignments/HW1.html)

### Homework 2 (due Feb 1, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW2.Rmd)
- [HTML](assignments/HW2.html)

### Homework 3 (due Feb 8, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW3.Rmd)
- [HTML](assignments/HW3.html)

### Homework 4 (due Feb 29, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW4.Rmd)
- [HTML](assignments/HW4.html)

### Homework 5 (due Mar 7, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW5.Rmd)
- [HTML](assignments/HW5.html)


### Homework 6 (due Apr 4, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW6.Rmd)
- [HTML](assignments/HW6.html)

### Homework 7 (due Apr 11, 2024)

<p class="nospace">Materials:</p>

- [R Markdown template](assignments/HW7.Rmd)
- [HTML](assignments/HW7.html)


## Projects

All projects are due by 11:00pm on the day they are due. Projects need to be submitted on Canvas. Please carefully read the submission instructions for each project.

### Project 1 (due Feb 15, 2024)

<p class="nospace">Materials:</p>

- [Instructions](assignments/Project_1_instructions.html)
- [Project Template (Rmd)](assignments/Project_1.Rmd)
- [Project Template (HTML)](assignments/Project_1.html)
- [Grading rubric](assignments/Project_1_rubric.pdf)
- [Example project](assignments/Project_1_example.html)

### Project 2 (due Mar 21, 2024)

<p class="nospace">Materials:</p>

- [Instructions](assignments/Project_2_instructions.html)
- [Project Template (Rmd)](assignments/Project_2.Rmd)
- [Project Template (HTML)](assignments/Project_2.html)
- [Grading rubric](assignments/Project_2_rubric.pdf)

Please use the example and the solutions from Project 1 as examples for Project 2.

### Project 3 (due Apr 18, 2024)

<p class="nospace">Materials:</p>

- [Instructions](assignments/Project_3_instructions.html)
- [Project Template (Rmd)](assignments/Project_3.Rmd)
- [Project Template (HTML)](assignments/Project_3.html)
- [Grading rubric](assignments/Project_3_rubric.pdf)

## Reuse {.appendix}

Text and figures are licensed under Creative Commons Attribution [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Any computer code (R, HTML, CSS, etc.) in slides and worksheets, including in slide and worksheet sources, is also licensed under [MIT](https://github.com/wilkelab/SDS375/LICENSE.md). Note that figures in slides may be pulled in from external sources and may be licensed under different terms. For such images, image credits are available in the slide notes, accessible via pressing the letter 'p'.