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.