I created these slides for my machine learning course that I teach at Loyola University Chicago. These slides are mostly based on Sebastian Raschka's Python Machine Learning book. Please see Sebastian's github repository for additional course materials such as the full set of equations used in the text and the code samples.
NOTE: Be sure to download the Code directory into the same place where you cloned this repository. Some slides will not compile without it!
I am grateful to Sebastian for providing the latex source for the equations used in the book.