schedule.Rmd

---
title: "SDS 375 Schedule Spring 2021"
description: ""
output:
  distill::distill_article:
    toc: true
    toc_depth: 2
---

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

## Lectures

### 1. Jan 19, 2021—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 21, 2021—Aesthetic mappings

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

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

### 3. Jan 26, 2021—Visualizing amounts

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

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

### 4. Jan 28, 2021—Visualizing distributions 1

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

- [Slides](slides/visualizing-distributions-1.html)  
- [Worksheet](worksheets/visualizing-distributions-1.Rmd)

### 5. Feb 2, 2021—Visualizing distributions 2

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

- [Slides](slides/visualizing-distributions-2.html)  
- [Worksheet](worksheets/visualizing-distributions-2.Rmd)

### 6. Feb 4, 2021—Coordinate systems and axes

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

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

### 7. Feb 9, 2021—Color scales

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

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

### 8. Feb 11, 2021—Figure design

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

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

### 9. Feb 25, 2021—Data wrangling 1

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

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

### 10. Mar 2, 2021—Data wrangling 2

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

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

### 11. Mar 4, 2021—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)

### 12. Mar 9, 2021—Visualizing proportions

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

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

### 13. Mar 11, 2021—Visualizing trends

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

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

### 14. Mar 23, 2021—Working with models

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

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

### 15. Mar 25, 2021—Visualizing uncertainty

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

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

### 16. Mar 30, 2021—Dimension reduction 1

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

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

### 17. Apr 1, 2021—Dimension reduction 2

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

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

### 18. Apr 6, 2021—Clustering

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

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

### 19. Apr 8, 2021—Visualizing geospatial data

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

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

### 20. Apr 13, 2021—Color spaces and color-vision deficiency

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

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

### 21. Apr 15, 2021—Redundant coding, text annotations

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

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

### 22. Apr 20, 2021—Interactive plots

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

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

### 23. Apr 22, 2021—Handling overlapping points

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

- [Slides](slides/overplotting.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, 2021)

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

- [R Markdown template](assignments/HW1.Rmd)
- [HTML](assignments/HW1.html)
- [Solutions](assignments/HW1_solutions.html)

### Homework 2 (due Feb 1, 2021)

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

- [R Markdown template](assignments/HW2.Rmd)
- [HTML](assignments/HW2.html)
- [Solutions](assignments/HW2_solutions.html)

### Homework 3 (due Feb 8, 2021)

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

- [R Markdown template](assignments/HW3.Rmd)
- [HTML](assignments/HW3.html)
- [Solutions](assignments/HW3_solutions.html)

### Homework 4 (due Mar 1, 2021)

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

- [R Markdown template](assignments/HW4.Rmd)
- [HTML](assignments/HW4.html)
- [Solutions](assignments/HW4_solutions.html)

### Homework 5 (due Mar 22, 2021)

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

- [R Markdown template](assignments/HW5.Rmd)
- [HTML](assignments/HW5.html)
- [Solutions](assignments/HW5_solutions.html)

### Homework 6 (due Mar 29, 2021)

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

- [R Markdown template](assignments/HW6.Rmd)
- [HTML](assignments/HW6.html)
- [Solutions](assignments/HW6_solutions.html)

### Homework 7 (due Apr 12, 2021)

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

- [R Markdown template](assignments/HW7.Rmd)
- [HTML](assignments/HW7.html)
- [Solutions](assignments/HW7_solutions.html)

### Homework 8 (due Apr 19, 2021)

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

- [R Markdown template](assignments/HW8.Rmd)
- [HTML](assignments/HW8.html)

### Homework 9 (due Apr 26, 2021)

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

- [R Markdown template](assignments/HW9.Rmd)
- [HTML](assignments/HW9.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 Mar 8, 2021)

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

- [Instructions](assignments/project1_instructions.html)
- [Project Template (Rmd)](assignments/project1.Rmd)
- [Project Template (HTML)](assignments/project1.html)
- [Grading rubric](assignments/project1_rubric.pdf)
- [Example project](assignments/project1_example.html)

### Project 2 (due Apr 5, 2021)

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

- [Instructions](assignments/project2_instructions.html)
- [Project Template (Rmd)](assignments/project2.Rmd)
- [Project Template (HTML)](assignments/project2.html)
- [Grading rubric](assignments/project2_rubric.pdf)
- [Example project](assignments/project2_example.html)

### Project 3 (due May 3, 2021)

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

- [Instructions](assignments/project3_instructions.html)
- [Project Template (Rmd)](assignments/project3.Rmd)
- [Project Template (HTML)](assignments/project3.html)

## Graduate course credit

This is an extra assignment for graduate students only.

### First draft (due Apr 9, 2021)

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

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

### Final draft (due May 7, 2021)


## 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'.