Lecture Note
MAP/MLE of Binary, Gaussian distribution:
Terminology
How to estimate Parameter from Data?
Example:
MLE
Introduction
Binary Distribution
Gaussian Distribution
For multivariate Gaussian
Derivation
MAP
Introduction
Discrete (binormial/beta) distribution
Normal distribution
Example:
Naive Bayesian Classifier
MATLAB example: