A thorough walkthrough of the theoretical aspects of Euler's method. Also covers how to solve higher order ODEs.
Basic and intermediate plotting with Python using the Matplotlib library. Topics include, figure formatting, subplots, mesh grids and 3D plots.
An extension of the Introduction to NumPy-notebook, going through some of the more common features in NumPy.
Basic notebook covering how to implement Euler's method, without much focus on theory
Very basic introduction to using and generating NumPy arrays
Basic linear algebra in Python.
Brief introduction to Discrete Fourier Transform and the Fast Fourier Transform.
Plotting a function in Python.