EEE 4773 Fundamentals of Machine Learning, Fall 2020 @ University of Florida.
This course will cover an overview of machine intelligence and the role of machine learning in a variety of real-world problems. Probability and statistics to handle uncertain data. Topics covered include learning models from data in both a supervised and unsupervised fashion, linear models and non-linear models for classification, and linear dimensionality reduction.
We will meet synchronously via Zoom (including office hours). Occasionally, I will also post asynchronous videos to serve as a complement to the lecture.