This is an advanced course that focuses on the critical aspect of sensitivity analysis in optimization models and the concept of shadow prices in linear programming. Sensitivity analysis plays a crucial role in understanding how changes in problem parameters impact the optimal solution, providing valuable insights for decision-makers. This course offers students an in-depth exploration of sensitivity analysis techniques and shadow prices, equipping them with the skills to assess and interpret the robustness of optimization solutions in diverse real-world scenarios.