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. All assignments must be submitted by 11:59 p.m. on the due date.
Week | Date | Topic | Reading | Video | Slides | Assignment | Due Date |
---|---|---|---|---|---|---|---|
1 | Wed, Jan 15 | Welcome to DATS 1001 | 📖 📖 | 📺 📺 | 🖥️ | ||
Fri, Jan 17 | Meet ouR tech stack | 📖 | 📺 | 🖥️ | |||
2 | Wed, Jan 22 | R coding basics | 📖 | 📺 📺 | 🖥️ | ||
Fri, Jan 24 | Intro to the Tidyverse | 📖 | 📺 | 🖥️ | |||
3 | Wed, Jan 29 | Grammar of graphics | 📖 📖 | 📺 📺 | 🖥️ | ||
Fri, Jan 31 | Which visualization do I use? | 📖 | 📺 📺 | 🖥️ | |||
4 | Wed, Feb 5 | Visualization best practices | 📖 | 📺 | 🖥️ | ||
Fri, Feb 7 | Coding assignment 1 | 📖 | 🧮 | Mon, Feb 10 | |||
5 | Wed, Feb 12 | What is tidy data? | 📖 | 📺 | 🖥️ | ||
Fri, Feb 14 | Working with data | 📖 | 📺 | 🖥️ | |||
6 | Wed, Feb 19 | Grammar of data wrangling | 📖 | 📺 | 🖥️ | ||
Fri, Feb 21 | Joining data frames | 📖 | 📺 | 🖥️ | |||
7 | Wed, Feb 26 | Tidying data | 📖 | 📺 | 🖥️ | ||
Fri, Feb 28 | Coding assignment 2 | 📖 | 🧮 | Mon, Mar 3 | |||
8 | Wed, Mar 5 | The language of models | 🖥️ | ||||
Fri, Mar 7 | Linear regression | 📖 | 📺 | 🖥️ | |||
9 | Wed, Mar 12 | Spring Break 🏄♂️ 🌴 🏖️ | |||||
Fri, Mar 14 | Spring Break | ||||||
10 | Wed, Mar 19 | Multiple regression | 📖 | 📺 | 🖥️ | ||
Fri, Mar 21 | Logistic regression | 📖 | 📺 | 🖥️ | ✍️ | Mon, Mar 24 | |
11 | Wed, Mar 26 | Predictive modeling | 📖 | 📺 | 🖥️ | ||
Fri, Mar 28 | Coding assignment 3 | 📖 | 🖥️ | 🧮 | Mon, Mar 31 | ||
12 | Wed, Apr 2 | Research design | 📖 | 📺 | 🖥️ | ||
Fri, Apr 4 | Distributions | 📖 | 📺 | 🖥️ | ✍️ | Mon, Apr 7 | |
13 | Wed, Apr 9 | Sampling and uncertainty | 📖 | 📺 | 🖥️ | ||
Fri, Apr 11 | Hypothesis testing 1 | 📖 | 📺 | 🖥️ | |||
14 | Wed, Apr 16 | Hypothesis testing 2 | 📖 | 📺 | 🖥️ | ||
Fri, Apr 18 | Coding assignment 4 | 📖 | 📺 | 🖥️ | 🧮 | Mon, Apr 21 | |
15 | Wed, Apr 23 | Lightning talks | |||||
Fri, Apr 25 | Lightning talks | ✍️ | Fri, May 2 |