Introduction to Linear Programming covers its application in optimization problems, highlighting the Simplex Algorithm. The session explains linear programming problems, decision variables, and formulating objective functions and constraints using a toy manufacturing example. It emphasizes maximizing profits while adhering to resource limitations in production processes.