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2018 MSiA boot camp

This Github repository contains materials for the 2018 Masters of Science in Analytics program boot camp, including lecture notes, slides, and exercises.

R session materials

Session Content Lecture notes Slides Exercises
Day 1 Review; Reading and writing files; Data manipulation in base R; Data visualization in base R Lecture notes Slides Exercises
Day 2 RMarkdown; Loops, conditionals, and functions; R and Github Lecture notes Slides Exercises
Day 3, part 1 Advanced manipulation: reshaping, merging, and dplyr Lecture notes Slides Exercises
Day 3, part 2 Advanced manipulation and data.table Lecture notes Slides Exercises
Day 3, part 3 Data visualization with ggplot Lecture notes Slides Exercises

Instructions for the final exercise on Day 3 can be found here.

Authorship

The R materials used in Days 1 and 2 are based on the Intro to R workshop from NUIT Research Computing Services, created by Christina Maimone. They have been expanded and modified by Kumar Ramanathan and Richard Morel, the instructors for the R sessions during Days 1 and 2 respectively. The materials for Day 3 are original and have been developed by Richard Morel, Ali Ehlen, and Kumar Ramanathan, who are the joint instructors for Day 3.

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