The document outlines the Newton-Raphson method for solving non-linear equations, detailing the steps for iteration and root estimation. It includes an example demonstrating three iterations on a specific function to find its root. Additionally, it discusses the advantages and drawbacks of the method, such as its rapid convergence and potential issues like root jumping.