Machine Learning

Week 2: Advanced Topics

Information on the material comprising the mornings of the second week. These advanced lecture topics will build on the fundamental tools developed in the first week by demonstrating important applications and generalizations of data science tools.

Data Insights from Vehicle Time Series Messages

Borhan Sanandaji

Elucidating enhancer-promoter gene expression using ConvNets

Cory Simon
Altius Institute

High-Resolution Shoreline Data for Flood Protection and Environmental Conservation

Nathan Vadeboncoeur
Smart Shores

A risk-based platform for accident prevention

Soyean Kim
BC Safety Authority

Data-driven modeling of video compression

Roger Donaldson, Ph.D.
Midvale Applied Mathematics