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 |