ML 3. Maximum Likelihood Estimation of some distributions - Bias - Variance - Solved Examples
Class about Maximum Likelihood Estimation of some distributions, Bias and Variance
References :
Ethem Alpaydin, Introduction to Machine Learning, 2nd edition, MIT Press 2010
0:00 Bernoulli Density
2:46 Multinomial Density
4:32 Gaussian Density
6:07 Example Problem 1
7:41 Example Problem 2
8:38 Evaluating an Estimator : Bias and Variance
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