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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
moj.io
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