yeejinhyung / geog30323

Materials for GEOG 30323: Data Analysis & Visualization at TCU

geog30323

This repository contains course materials for GEOG 30323: Data Analysis & Visualization, taught by Dr. Kyle Walker at Texas Christian University.

Course assignments can be viewed and downloaded from the notebooks folder. Source code for slide decks is found in the slides folder; rendered decks are viewable from the links below.

Links to course lecture notes:

• Week 1: What is data?
• Week 2: Programming I: Intro to Python
• Week 3: Programming II: Functions and iteration
• Week 4: Modules, packages, and exploratory data analysis
• Week 5: Multivariate data exploration
• Weeks 6-7: Data wrangling
• Week 8: Advanced input & output
• Week 11: Data visualization best practices
• Week 12: Geographic data in Python
• Week 14: Data communication & interactive visualization
• Week 15: Introduction to machine learning
• Week 16: Big data and data ethics