MLE, MAP 등 확률분포 모델 공부에 참고할만한 영상들 추천목록
Normal distribution(Gaussian) https://www.youtube.com/watch?v=0IRn5gwDpsc
Normalization Constant for the Normal https://www.youtube.com/watch?v=u2q7YmwfcyU
Multivariate normal distribution https://www.youtube.com/watch?v=Rc1LzGmrcmY
MLE for Univariate normal distribution https://www.youtube.com/watch?v=_Eh9VUsCBHU
MLE for Multivariate normal distribution https://www.youtube.com/watch?v=mhPXXlPvK4w
MLE for Bernoulli distribution https://www.youtube.com/watch?v=nTizrDsR1x8
MAP for Bernoulli distribution https://www.youtube.com/watch?v=-g-yQTFmkGI
MAP for Normal distribution with unknown sigma https://www.youtube.com/watch?v=C_ZszihZzV0
MAP for Normal distribution with both unknown mean and sigma https://www.youtube.com/watch?v=cn3WkYE3FmM
Mixture distribution https://www.youtube.com/watch?v=kMGjXVb8OzM
Gaussian Mixture model https://www.youtube.com/watch?v=atDp5bkzej4
Multivariate Gaussian Mixture model https://www.youtube.com/watch?v=iqCfZEsNehQ
EM algorithm playlist https://youtube.com/playlist?list=PLISXH-iEM4JnNy8UqOBsjW6Uf-ot1RoYb&feature=shared
확률분포 공부하면서 이 영상들 안보면 인생 절반 손해봅니다.