8.1: Add a subsection for smoother tranistion

## Description 

Add a subsection just to make the transition from math to file handling less abrupt. 

## Screenshot 

<img width="881" height="620" alt="Image" src="https://github.com/user-attachments/assets/1645ae33-98a4-423e-9912-752f8001d33c" />