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Introduction to Programming with R

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.

Topic Schedule

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

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