@E-Ream here are some additional requests after reviewing the website version.
[x] Remove "Using numpy instead" from "Newton's Method for Systems of Equations"
[x] Rename "Newton-Raphson Methods for Systems of Equations"
[x] Rename "Solving Systems of Nonlinear Equations with Newton's Method" to "Newton-Raphson Method in One Dimension"
[x] Rename "Convergence Analysis for Newton-Raphson Methods"
[x] Create new notebook "Newton Methods in Scipy", show scipy solutions for the polynomial example (with solution) and flash example (solution hidden / home activity)
General Comment:
Modeling Systems of Nonlinear Equations
Solving Systems of Nonlinear Equations with Newton's Method
More Newton Type Methods
Convergence Analysis for Newton's Method
Newton's Method for System of Equations