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Probabilistic Networks for Modeling Complex Systems

Offered By: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube

Tags

Complex Systems Courses Graph Theory Courses Bayesian Networks Courses Information Theory Courses Entropy Courses Stochastic Processes Courses Statistical Physics Courses

Course Description

Overview

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Explore the fascinating world of probabilistic networks and their applications in modeling complex systems in this 59-minute lecture presented by the Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC). Delve into the fundamental concepts and techniques used to analyze and understand intricate systems across various fields, including physics, biology, and social sciences. Learn how probabilistic networks provide powerful tools for capturing the inherent uncertainties and interdependencies within complex systems, enabling researchers to make predictions and gain insights into emergent behaviors. Discover the mathematical foundations, computational methods, and practical applications of these networks, and gain a deeper appreciation for their role in advancing our understanding of complex phenomena in nature and society.

Syllabus

Probabilistic Networks for Modeling Complex Systems


Taught by

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

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