Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

This IPython notebook gives a tutorial for implementing gradient descent and stochastic gradient descent in Python. This work is based on the algorithm described by Andrew Ng in Stanford CS 229 course ...