CPSC 330: Applied Machine Learning at the University of British Columbia, as taught in Sep-Dec 2020. For course materials, see https://github.com/UBC-CS/cpsc330/tre...

0:00 ensembles with regression
8:30 prediction intervals
24:30 interpreting linear regression coefficients
51:35 interpreting coefficients with log-transformed targets
55:50 feature importances beyond linear models