Overview
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Explore the fundamentals of probabilistic programming in this comprehensive tutorial presented by Vikash Mansinghka from MIT. Delve into the core concepts and techniques of this powerful approach to modeling uncertainty and reasoning about complex systems. Gain insights into how probabilistic programming combines elements of statistics, computer science, and artificial intelligence to solve challenging problems in various scientific domains. Learn from an expert in the field as you begin your journey into the world of probabilistic programming, setting the foundation for more advanced applications and research.
Syllabus
Probabilistic Programming Tutorial Part 1
Taught by
Neurosymbolic Programming for Science