This repository contains notes from STAT 33A at UC Berkeley in Fall Semester 2020.
Also see my general teaching notes repository. For more info, send me an email.
The syllabus is here.
Links go to lecture notes and accompanying workbooks:
| Week | Notes | Topics |
|---|---|---|
| 1 | Aug 23 | Welcome; Basics of R |
| 2 | Aug 30 | Packages; R Notebooks; Vectors |
| 3 | Sep 06 | Data Types; Special Values; Comparisons |
| 4 | Sep 13 | Files; Data Frames; Factors |
| 5 | Sep 20 | Indexing; Boolean Logic |
| 6 | Sep 27 | Graphics (ggplot2) |
| 7 | Oct 04 | Exploratory Data Analysis Techniques |
| 8 | Oct 11 | dplyr |
| 9 | Oct 18 | Apply Functions; If-statements |
| 10 | Oct 25 | Functions; Scope |
| 11 | Nov 01 | Printing Output; For-loops |
| 12 | Nov 08 | While-loops; Error Messages; Debugging |
| 13 | Nov 15 | Tidy Data; String Processing |
| Nov 22 | No lecture (Thanksgiving Break) | |
| 14 | Nov 29 | Relational Data |