You can find the slides and notebook on my GitHub repository for the course:
https://github.com/PJalgotrader/ML-USU-SP21
Topics covered (Part 1)
SVM Geometry
SVM Motivation
Maximum Margin Classifier (MMC)
Support Vector Classifier (SVC)
Support Vector Machines (SVM)