Podknife - LM101-084: Ch6: How to Analyze the Behavior of Smart Dynamical Systems by Learning Machines 101

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LM101-084: Ch6: How to Analyze the Behavior of Smart Dynamical Systems

Podcast |: Learning Machines 101
Publisher |: Richard M. Golden, Ph.D., M.S.E.E., B.S.E.E.
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Machine Learning,; Technology
Categories Via RSS |: Mathematics,; Science,; Technology
Publication Date |: Jan 05, 2021
Episode Duration |: 00:33:13

In this episode of Learning Machines 101, we review Chapter 6 of my book “Statistical Machine Learning” which introduces methods for analyzing the behavior of machine inference algorithms and machine learning algorithms as dynamical systems. We show that when dynamical systems can be viewed as special types of optimization algorithms, the behavior of those systems even when they are highly nonlinear and high-dimensional can be analyzed. Learn more by visiting: www.learningmachines101.com and www.statisticalmachinelearning.com .

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