May 21, 2024  
Catalog 2019-2020 
    
Catalog 2019-2020 [ARCHIVED CATALOG]

CST 463 - Advanced Machine Learning


In this course students learn to use advanced machine learning methods and big data technologies. The advanced machine learning methods include support vector machines, ensemble methods, probabilistic graph models, neural nets, and methods for working with time series data. The big data technologies support machine learning through the distributed processing of large data sets on a computing cluster.

Prerequisite(s)/Corequisite(s): (Prereq: CST 383  with a C- or better)
Typically Offered: Fall term only

Units: 4