ICS 435/635: Machine Learning
Undergraduate and graduate course, ICS Department, University of Hawaiʻi at Mānoa, 2023
This is a mathematics and programming heavy introduction to machine learning. Topics include machine learning programming in Python, classical machine learning methods, and an introduction to deep learning. Coursework consists of 5 homeworks (combination of written and Python coding problems), an in-class midterm, a final exam, and a final project.