Complexity Explorer Santa Few Institute

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Fundamentals of Machine Learning

Lead instructor: Brendan Tracey & Artemy Kolchinsky

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Introduce Yourself Class Announcements Study Groups and Meetups Technical Issues General Discussion Course Feedback Course Materials to Share Fundamentals of NetLogo Functions and Iterations Introduction to Differential Equations Ordinary Differential Equations Maximum Entropy Methods Random Walks Introduction to Information Theory Vector and Matrix Algebra Introduction to Renormalization Game Theory I • Static Games Game Theory II • Dynamic Games Fundamentals of Machine Learning Introduction to Computation Theory Fundamentals of NetLogo Lecture: Pandemics Lecture: Artificial Intelligence Lecture: Crime and Punishment Complexity-GAINs Curriculum Introduction to Open Science Journal Club IN DEVELOPMENT: Multicellularity Modules UCR Application Tutorial Lecture: What is Complexity?Agent-Based Models with Python: An Introduction to Mesa Lecture: Epistemological emergence