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 |
|---|---|---|---|
| Wed, Aug 28 | Intro to the Course | ||
| Wed, Sep 04 | Intro to Data | ||
| Wed, Sep 11 | Summarizing Data Part 1 | ||
| Wed, Sep 18 | Summarizing Data Part 2 | ||
| Wed, Sep 25 | Probability | ||
| Wed, Oct 02 | Distributions | ||
| Wed, Oct 09 | Foundation for Inference | ||
| Wed, Oct 16 | Inference for Categorical Data | ||
| Wed, Oct 23 | Inference for Numerical Data | ||
| Wed, Oct 30 | Linear Regression | ||
| Wed, Nov 06 | Maximum Likelihood Estimation | ||
| Wed, Nov 13 | Multiple Regression | ||
| Wed, Nov 20 | Predictive Modeling | ||
| Wed, Nov 27 | NO MEETUP - Thanksgiving | ||
| Wed, Dec 04 | Bayesian Analysis | ||
| Wed, Dec 11 | Final Meetup |