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Courses - Spring 2024
CMSC
Computer Science Department Site
Open Seats as of
10/11/2024 at 11:30 AM
CMSC828A
Advanced Topics in Information Processing; Fantastic Machine Learning Paradigms and Where to use Them
Credits: 3
Grad Meth: Reg, Aud
There exist so many machine learning paradigms, like isolated villages hidden in a jungle. But how do they differ from each other? How can we relate them? What are their fundamental assumptions, formulations, and motivations? Where to use them? How to formulate your problem into one of them, or, when and how to create your own learning paradigms? In this course, we will take an in-depth tour in the jungle of machine learning paradigms.