“Doing Math with Python” will teach readers how to: ° Describe data with statistics, and visualize it with line graphs, bar charts, and scatter plots; ° Write programs to find derivatives and ...

Here’s a simple example ... Python objects, so it’s tempting to use common Python metaphors for working with them. If we wanted to create a NumPy array with the numbers 0-1000, we could in ...

Learn how to implement backpropagation using automatic differentiation from the ground up in Python—no libraries, just pure ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...