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 Mon, Aug 26 Welcome to DATS 1001 📖 📖 📺 📺
Wed, Aug 28 Meet ouR tech stack 📖 📺 🖥️
2 Mon, Sep 2 🇺🇸 No class, Labor Day
Wed, Sep 4 R coding basics 📖 📺 📺 🖥️
3 Mon, Sep 9 Grammar of graphics 📖 📖 📺 📺 🖥️
Wed, Sep 11 Which visualization do I use? 📖 📺 📺 🖥️
4 Mon, Sep 16 Visualization best practices 📖 📺 🖥️
Wed, Sep 18 Coding assignment 1 📖 🧮 Sun, Sep 22
5 Mon, Sep 23 What is tidy data? 📖 📺 🖥️
Wed, Sep 25 Working with data 📖 📺 🖥️
6 Mon, Sep 30 Grammar of data wrangling 📖 📺 🖥️
Wed, Oct 2 Joining data frames 📖 📺 🖥️
7 Mon, Oct 7 Tidying data 📖 📺 🖥️
Wed, Oct 9 Coding assignment 2 📖 🧮 Sun, Oct 13
8 Mon, Oct 14 The language of models 🖥️
Wed, Oct 16 Linear regression 📖 📺 🖥️ ✍️ Sun, Oct 20
9 Mon, Oct 21 Multiple regression 📖 📺 🖥️
Wed, Oct 23 Logistic regression 📖 📺 🖥️
10 Mon, Oct 28 Predictive modeling 📖 📺 🖥️
Wed, Oct 30 Coding assignment 3 📖 🖥️ 🧮 Sun, Nov 3
11 Mon, Nov 4 Research design 📖 📺 🖥️
Wed, Nov 6 Distributions 📖 📺 🖥️ ✍️ Sun, Nov 10
12 Mon, Nov 11 Sampling and uncertainty 📖 📺 🖥️
Wed, Nov 13 Hypothesis testing 1 📖 📺 🖥️
13 Mon, Nov 18 Hypothesis testing 2 📖 📺 🖥️
Wed, Nov 20 Coding assignment 4 📖 📺 🖥️ 🧮 Sun, Nov 24
14 Mon, Nov 25 🦃 No class–Thanksgiving break
Wed, Nov 27 🦃 No class–Thanksgiving break
15 Mon, Dec 2 Lightning talks
Wed, Dec 4 Lightning talks
16 Mon, Dec 9 Wrap-up: DS careers ✍️ Date of scheduled final