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AI Modeling - Gurobi Optimization
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Introduction

  • About this repository
  • Getting started
  • Use cases

LLM Prompting

  • Writing your first prompt
  • Example prompts
    • Classic OR Examples
    • DevOps Engineer
    • Backend Engineer
    • Data Engineer
  • A deeper look
  • Custom GPTs
  • Tips and pitfalls
    • Write problems as unambiguous as possible
    • Unexpected prompts can lead to unexpected behavior
    • Should variables be considered divisible or not?
    • Avoid unnecessary words or statements
    • Supply all necessary (dummy) data
    • Technical Issues
    • Correct usage of gurobipy
    • Other modeling Pitfalls
    • I blindly assume that supply and demand are equal
    • I don’t know how to store inventory for later use
    • I have difficulty thinking in 3D space
    • I don’t understand how hosting applications works

Learning Optimization

  • Comparing to Machine Learning
  • Modeling

Evaluating and troubleshooting models

  • Testing

More Educational resources

  • Learn Mathematical Optimization
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