LectureNotes

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:

http://scikit-learn.org

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