manyspikes
Introduction to Differential Calculus
This module covers the basic calculus tools you will need to have a solid understanding of how machine learning algorithms work.
Introduction
Reading
Notation
Reading
Derivatives
Notebook
Compound functions and their derivatives
Notebook
Partial derivatives and the gradient
Notebook
Derivatives and local function approximators
Notebook
Conclusion
Reading