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CIV_ENV 474: Data Analytics for Urban Systems

Description

This course presents concepts as well as computing tools for analyzing large data sets that are collected to improve urban systems with a particular focus on transportation. It covers tools for data explorations, preprocessing mining, and visualization; up-to-date machine learning algorithms - random forest, xgboost, deep learniing algorithms and reinforecement learning.