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Math 318 (Advanced Linear Algebra: Tools and Applications) at the University of Washington, spring 2021. MIT 18.06 Linear Algebra, Spring 2005 Instructor: Gilbert Strang View the complete course: YouTube ... Lecture 52 Part 2 – State Space:Subspace identification 5 Path-following interior point, first order Learning Theory (Reza Shadmehr, PhD) Introduction to Three Learning Principles - Major pitfalls for machine learning practitioners; Occam's razor, sampling bias, and data snooping.