Course Catalog

GRAD > CS > 671

Machine Learning

Machine Learning is a foundational discipline for data mining and artificial intelligence which explores the limits and capacities of automated learning of abstract concepts. The course will focus on the probably approximately correct (PAC) learning model and will cover topics like the Vapnik-Chervonenkis dimension, the weak and strong learning paradigms, inherent unpredictability, reducibility in PAC learning, and learning finite automata.

Offered in:

2016 Spring

Section Class Number Weekly Schedule Time Instructor Location
01 4300 MW 04:00 PM - 05:15 PM Simovici,Dan W01-0041 More Info