Management Science

A Quarto-based course teaching Python programming and management science concepts including Monte Carlo simulation, forecasting, scheduling, routing, and metaheuristics.

Live site: https://beyondsimulations.github.io/Management-Science

Course Structure

• Part 1 (Lectures 1-3): Python Foundation - variables, functions, NumPy, Pandas
• Part 2 (Lectures 4-9): Management Science Tools - Monte Carlo, forecasting, greedy/local search, multi-objective optimization, metaheuristics
• Part 3 (Lectures 10-12): Consulting Competition - real-world project applications

Getting Started

Prerequisites

• Quarto
• uv (Python package manager)

Installation

git clone https://github.com/beyondsimulations/Management-Science.git
cd Management-Science
uv sync

Render the Website

quarto render

Output is generated in _site/.

Preview with Live Reload

quarto preview

License

CC BY-NC-SA 4.0