This webpage includes links to the slides along with additional files needed for class.
This schedule is tentative and may change without warning. The official calendar for this class, including all due dates, is on Blueline.
| Week | Date | Slides | Description | Additional Files | Homework Assigned |
|---|---|---|---|---|---|
| 1 | Aug 18 | Welcome to DSC 365 | Class Introduction | Download R and RStudio by the start of class on Thursday | |
| 1 | Aug 20 | Intro to R | R Basics | R File | |
| 2 | Aug 25 | Quarto | Introduction to interactive documents with Quarto | in class document | |
| 2 | Aug 27 | Lab 1 | Lab 1 Work Day | Due during week 3 in Blueline | |
| 3 | Sep 1 | ggplot | Creating visualizations using ggplot2 | in class document, data | |
| 3 | Sep 3 | Lab 2 | Lab 2 Work Day | Due during week 4 pm in Blueline | |
| 4 | Sep 8 | Data Wrangling | Introduction to Data Wrangling with dplyr | in class document | |
| 4 | Sep 10 | Lab 3 | Lab 3 Work Day | Due during week 6 in Blueline | |
| 5 | Sep 15 | Data Communication | Graphical Perception | in class document | |
| 5 | Sep 17 | Present Mini Project 1 | In Class Presentations | ||
| 6 | Sep 22 | tidyr | tidyr, creating functions, loops, and data classes | in class document | |
| 6 | Sep 24 | Finish MP1 Presentations, Ethics/AI | Data ethics, including AI | ||
| 7 | Sep 29 | Lab 4 | Lab 4 Work Day | Due during week 7 in Blueline | |
| 7 | Oct 1 | Statistical Foundations | sampling distributions, bootstraping, and hypothesis tests | ||
| 8 | Oct 6 | Multiple Linear Regression (MLR) | basics of linear regression models | ||
| 8 | Oct 8 | Lab 5 | Lab 5 Work Day | Due during week 9 in Blueline |