DATA606 - Statistics and Probability
This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses, with all changes documented here. Meetups start at 8:00pm.
Click here to join the meetups.
| Date | Topic | Slides | Video |
|---|---|---|---|
| Mon, Jan 27 | Intro to the Course | ||
| Wed, Jan 29 | Intro to Data | ||
| Wed, Feb 05 | Summarizing Data Part 1 | ||
| Wed, Feb 12 | Summarizing Data Part 2 | ||
| Wed, Feb 19 | Probability | ||
| Wed, Feb 26 | Distributions | ||
| Wed, Mar 05 | Foundation for Inference | ||
| Wed, Mar 12 | Inference for Categorical Data | ||
| Wed, Mar 19 | Inference for Numerical Data | ||
| Wed, Mar 26 | Linear Regression | ||
| Wed, Apr 02 | Linear Regression Part 2 | ||
| Wed, Apr 09 | Maximum Likelihood Estimation | ||
| Wed, Apr 16 | NO MEETUP: Spring Recess | ||
| Wed, Apr 23 | Multiple Regression | ||
| Wed, Apr 30 | Bayesian Analysis | ||
| Wed, May 07 | Final Meetup |