This course demystifies the essential math that you need to grasp—and implement—in order to write machine learning algorithms in Python. Review fundamental ... of change Using derivatives to analyze ...

Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in ...

Written by a machine learning ... Hypothesis. Math-free, Parameter-free Gradient Descent in Python, available here. I discuss techniques related to the gradient descent method in 2D. The goal is to ...