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Monte Carlo Methods

Offered By: Probabilistic AI School via YouTube

Tags

Monte Carlo Methods Courses Statistical Inference Courses Bayesian Inference Courses Markov Chain Monte Carlo Courses Stochastic Optimization Courses Importance Sampling Courses

Course Description

Overview

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Explore Monte Carlo methods in this comprehensive 2-hour and 26-minute lecture from the Nordic Probabilistic AI School (ProbAI) 2024. Delve into the intricacies of these powerful computational algorithms as presented by Charles Margoissan. Gain insights into the application of Monte Carlo techniques in probabilistic artificial intelligence and machine learning. Access accompanying materials on GitHub to enhance your understanding and practical implementation skills. The lecture features professional editing by David Baumgartner and includes piano sound effects for an engaging learning experience. Whether you're a student, researcher, or practitioner in the field of AI and probability, this in-depth presentation offers valuable knowledge on Monte Carlo methods and their significance in modern computational approaches.

Syllabus

Monte Carlo Methods by Charles Margoissan


Taught by

Probabilistic AI School

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