Lesson Material

1. Cartography and Mapping in Python
2. Creating Packages in Python
3. Debugging in Python
4. Intermediate Topics in Python
5. Intro to Pandas DataFrames
6. Intro to Python
7. Introduction to Classes in Python
8. Introduction to Digital Devices
9. Large Datasets in Python

• High Performance Loops in R
• Intermediate topics in R: Strings and factors
• Intro to Stats
• Introduction to R
• Introduction to ggplot2
• Making interactive plots using Shiny in R
• Making packages in R using devtools
• RStudio Debugging

• (Brief) Introduction to Git + GitHub
• An Intermediate Look at Git + GitHub
• Collaborating on GitHub
• Using branches in Git

• Careers Outside Academia
• Code Review Overview
• Intro to LaTeX
• Intro to Pandoc and Markdown
• Introduction to Bash
• Introduction to Databases and SQL
• Introduction to Ruby
• Opening up your data
• RESTful Web Services in Science
• Web design with Jekyll/GitHub Pages