Maximum likelihood estimationMLE is the case where MAP's Prior is a Uniform Distribution (i.e., not considering prior probability)We can also minimize Maximum likelihood estimatiorsGradient Descent Newton–Raphson method MLE NotionEM Algorithm 1. Linear Basis Function Modelshttp://norman3.github.io/prml/docs/chapter03/1MLE와 MAP의 차이데이터 분석에서 모델을 다루게 되면 (암묵적으로) 분포를 가정합니다.https://niceguy1575.medium.com/mle와-map의-차이-7d2cc0bee9c