Lecture notes from Fall 2018 Foundations of Machine Learning course at the University of Florida.
These notes were written/compiled by the course instructor, Alina Zare. Edited by teaching assistants: Connor McCurley, Daniel Wells and Xiaolei Guo.
** These notes are still under construction and being actively edited **
Any text in these lecture notes are licensed under a cc-by-4.0 license and any code in these lecture notes are licensed under the terms of the MIT license .
References:
S. Raschka. Python Machine Learning. Packt Publishing Ltd., 2015.
https://github.com/rasbt/python-machine-learning-book
Bishop, C. (2006) Machine Learning and Pattern Recognition. New York, NY: Springer. (The primary textbook for this course)
Haykin's Neural Network text