alexcosmin / LectureNotes

Lecture notes from Fall 2018 Foundations of Machine Learning course at the University of Florida. These notes were written by Alina Zare.

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