ECE 225B. Universal Probability and Its Applications in Data Science (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/ECE.html#ece225b
Description
In many data science problems, there is only limited information on statistical properties of the data. This course develops the concept of universal probability that can be used as a proxy for the unknown distribution of data and provides a unified framework for several data science problems, including compression, portfolio selection, prediction, and classification. Prerequisites: ECE 225A or ECE 250; graduate standing.
Prerequisite courses
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Successor courses
No courses have ECE 225B as a prerequisite.