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Inference Methods in Bayesian Machine Learning
Engineering & Social Sciences Program
Madrid, Spain
Dates: 1/18/24 - 6/5/24
Inference Methods in Bayesian Machine Learning
OVERVIEW
CEA CAPA Partner Institution: Universidad Carlos III de Madrid
Location: Madrid, Spain
Primary Subject Area: Engineering
Instruction in: English
Course Code: 17307
Transcript Source: Partner Institution
Course Details: Level 400
Recommended Semester Credits: 3
Contact Hours: 42
DESCRIPTION
In this course the student will advance in the study of inference methods for learning in probabilistic models. The objective of the course is to provide
the student with an overview of the various approaches proposed to date in modern applications of Machine Learning. Each of the techniques will be
illustrated on the basis of representative probabilistic models within the state of the art.
the student with an overview of the various approaches proposed to date in modern applications of Machine Learning. Each of the techniques will be
illustrated on the basis of representative probabilistic models within the state of the art.