Resources
Free, open teaching materials and worked examples from my courses — operations research, optimization solvers, simulation, and statistics, mostly in reproducible R Markdown. Originally written for students; useful to anyone learning the tools.
Statistic Basics and Linear Regression
The Basics of Simulation
Linear Programming Examples and Applications
Basics of Markov Chains
Quadratic Programming Examples and Algorithms
Natural Language Processing — Sentiment Analysis
A Selective Laser Sintering Creation — Wind Powered Tops
Monocentric City Modeling
Sim CCS City
Austin Land Use
All resources
- Statistic Basics and Linear Regression
- The Basics of Simulation
- Linear Programming Examples and Applications
- Basics of Markov Chains
- Gurobi Basic LP/MIP Examples
- Gurobi's R Examples 2
- Quadratic Programming Examples and Algorithms
- Benders Decomposition Algorithm Explained
- Decomposition Algorithms Broken Down and Explained
- Natural Language Processing — Sentiment Analysis
- A Selective Laser Sintering Creation — Wind Powered Tops
- Monocentric City Modeling
- Sim CCS City
- Austin Land Use