Lectures
This page will be updated with lecture nodes and additional resources for the course.
Week 1: Syllabus and Introduction to R, RStudio, and RMarkdown
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 2: Visualizing Data
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 3: Manipulating and Summarizing Data
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 4: Understanding R Data Structures
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 5: Importing, Exporting, and Cleaning Data
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 6: Using Loops
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 7: Writing Functions
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 8: Working with Text Data
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 9: Working with Geographical Data
- Lecture Notes: HTML slides, PDF slides, Rmd source
- Additional Resources:
Week 10: Model Results and Reproducibility
- Lecture Notes: HTML slides, PDF slides, Rmd source