Academic Catalog

STAT580 STOCHASTIC PROCESSES IN MACHINE LEARNING

Course Code: 2460580
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Statistics
Language of Instruction: English
Level of Study: Graduate
Course Coordinator:
Offered Semester: Fall and Spring Semesters.

Course Content

This course intent to introduce Hidden Markov Models (HMMs) which are commonly used for modelling stochastic behaviour of dynamic systems and mainly cover concepts related to HMMs with a formulation appropriate for filtering and parameter estimation.