Mathematics, Optimization, Data Science, Machine Learning, Duality.
linear programming: weak duality theorem and strong duality theorem. The former theorem will be proven in this part, while the latter will be proven in the next part of the project. Explain why we should care about duality by showing its application to some data science problems. Linear programming