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Month: October 2011

Bayesian Inference, Prediction and Decision-Making II Short Course

Adnan Masood

The San Francisco Bay Area Chapter of the American Statistical Association Sponsored One Day Short Course Bayesian Inference, Prediction and Decision-Making II November 6, 2011 Lecturer Professor David Draper Department of Applied Mathematics and Statistics Baskin School of Engineering University of California, Santa Cruz   Lecture notes:(PDF format)   Lecture notes: part 1 (Bayesian model…

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A few good...wait for it... Bayesian lectures

Adnan Masood

Bayesian Statistics and Regularization Watch it on Academic Earth Bayesian Statistics and Regularization, Online Learning, Advice for Applying Machine Learning Algorithms, Debugging/fixing Learning Algorithms, Diagnostics for Bias & Variance, Optimization Algorithm Diagnostics, Diagnostic Example - Autonomous Helicopter, Error Analysis, Getting Started on a Learning Problem Reasoning with Bayes Networks

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