Course Schedule
This page displays an outline of the topics, content, and assignments for the semester. Links, to slides, assignments and course resources will go live as the semester progresses.
| Week | Date | Topic | Reading | Video | Module | Assignment | Due Date |
|---|---|---|---|---|---|---|---|
| 1 | Mon, May 19 | Getting started | 📖 📖 | 📺 📺 | 📒 | ||
| Tue, May 20 | Meet ouR tech stack | 📖 | 📺 | 📒 | |||
| Wed, May 21 | R Coding basics | 📖 | 📺 📺 | 📒 | 📘 | Wed, May 21 | |
| Thu, May 22 | Intro to the Tidyverse | 📖 | 📺 | 📒 | |||
| Fri, May 23 | Grammar of graphics | 📖 📖 | 📺 📺 | 📒 | |||
| Sat, May 24 | Advanced data viz techniques | 📖 | 📺 📺 | 📒 | 📘 🧮 | Sun, May 25 | |
| 2 | Mon, May 26 | What is tidy data? | 📖 | 📺 | 📒 | ||
| Tue, May 27 | Transforming data | 📖 | 📺 | 📒 | |||
| Wed, May 28 | Summarizing data | 📖 | 📺 | 📒 | 📘 | Wed, May 28 | |
| Thu, May 29 | Joining data frames | 📖 | 📺 | 📒 | |||
| Fri, May 30 | Tidying data | 📖 | 📒 | ||||
| Sat, May 31 | Cleaning data | 📖 | 📺 📺 📺 | 📒 | 📘 🧮 | Sun, Jun 1 | |
| 3 | Mon, Jun 2 | Categorical data | 📖 | 📺 | 📒 | ||
| Tue, Jun 3 | Continuous data | 📖 | 📺 | 📒 | |||
| Wed, Jun 4 | Describing Distributions | 📖 | 📒 | 📘 | Wed, Jun 4 | ||
| Thu, Jun 5 | Sampling and uncertainty | 📖 | 📺 📺 | 📒 | |||
| Fri, Jun 6 | Single proportion tests | 📖 | 📒 | ||||
| Sat, Jun 7 | Differences between two groups | 📖 | 📺 | 📒 | 📘 🧮 | Sun, Jun 8 | |
| 4 | Mon, Jun 9 | Fitting a line to data | 📖 | 📺 📺 | 📒 | ||
| Tue, Jun 10 | Least squares regression | 📖 | 📺 📺 | 📒 | |||
| Wed, Jun 11 | Dealing with outliers | 📖 | 📺 | 📒 | 📘 | Wed, Jun 11 | |
| Thu, Jun 12 | Multiple linear regression | 📖 | 📺 | 📒 | |||
| Fri, Jun 13 | Model selection | 📖 | 📺 | 📒 | |||
| Sat, Jun 14 | Checking model assumptions | 📖 📖 | 📺 | 📒 | 📘 🧮 | Sun, Jun 15 | |
| 5 | Mon, Jun 16 | Why logistic regression? | 📺 | 📒 | |||
| Tue, Jun 17 | The logistic regression model | 📖 | 📺 | 📒 | |||
| Wed, Jun 18 | Interpreting results | 📺 | 📒 | 📘 | Wed, Jun 18 | ||
| Thu, Jun 19 | Multiple predictors & interactions | 📖 | 📺 | 📒 | |||
| Fri, Jun 20 | Visualizing and communicating results | 📺 📺 | 📒 | ||||
| Sat, Jun 21 | How Would We Model This Today? | 📒 | 📘 🧮 | Sun, Jun 22 | |||
| 6 | Mon, Jun 23 | Final Project | |||||
| Tue, Jun 24 | Final Project | ✍️ | Tue, Jun 24 | ||||
| Wed, Jun 25 | Final Project | ||||||
| Thu, Jun 26 | Final Project | ✍️ | Thu, Jun 26 | ||||
| Fri, Jun 27 | Final project | ||||||
| Sat, Jun 28 | Final project | 📒 | ✍️ | Sat, Jun 28 |