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Gaussian Processes

Offered By: Probabilistic AI School via YouTube

Tags

Gaussian Processes Courses Machine Learning Courses Classification Courses Bayesian Inference Courses Kernel Methods Courses Probabilistic Models Courses Uncertainty Quantification Courses

Course Description

Overview

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Explore Gaussian Processes in this comprehensive 2-hour and 22-minute lecture by Daniel Hernández-Lobato, presented at the Nordic Probabilistic AI School (ProbAI) 2024. Delve into the fundamental concepts and applications of Gaussian Processes in machine learning and probabilistic modeling. Access supplementary materials on GitHub to enhance your understanding of the topic. The lecture features professional editing by David Baumgartner and includes piano sound effects for an engaging learning experience. Gain valuable insights into this powerful probabilistic modeling technique and its relevance in the field of artificial intelligence.

Syllabus

Gaussian Processes by Daniel Hernández-Lobato


Taught by

Probabilistic AI School

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