0:00:10.040,0:00:12.179 (한국어 번역 by 박세민) 0:00:12.179,0:00:15.449 이 강의는 Stanford Center for Professional [br]Development에 의해 전달되었습니다. 0:00:15.449,0:00:22.449 . 0:00:25.119,0:00:29.819 오늘 할 이야기는 여러 종류의 Learning algorithm에 대한 [br]것입니다. 특히, 0:00:29.819,0:00:32.790 generative learning algorithms에 대해 [br]먼저 이야기 하고 0:00:32.790,0:00:37.840 Gaussian Discriminant Analysis(GDA)라고[br]불리는 알고리즘에 대해 이야기 할 거에요. 0:00:37.840,0:00:43.340 잠깐 옆길로 빠져서 Gaussian에 대해 이야기 할 것이고, 0:00:43.340,0:00:45.700 그 후 간단히 Generative와 Discriminative [br]learning algorithm에 대한 비교를 할 거에요. 0:00:45.700,0:00:49.780 그리고 Naive Bayses랑 Laplace Smoothing에 대해 [br]이야기하면서 강의를 마무리 짓기를 희망합니다. 0:00:49.780,0:00:52.140 . 0:00:52.140,0:00:55.020 Generative learning algorithm 논의의 동기 유발을 [br]위해 0:00:55.020,0:00:58.590 이전까지 이야기 했던 Classification algorithm과 대조해[br]보기로 하죠. 0:00:58.590,0:01:02.100 이전까지 이야기 했던 Classification algorithm과 대조해[br]보기로 하죠. 0:01:02.100,0:01:08.920 이런걸 하는 알고리즘을 생각해봅시다. 트래이닝 셋이 주어지고 0:01:08.920,0:01:11.640 그리고 0:01:11.640,0:01:15.370 알고리즘을 맞게 돌린다면 , logistic regression을 [br]이 트레이닝 세트에 사용한다고 하였을 때, 0:01:15.370,0:01:19.830 제가 생각하는 logistic regression은 데이터에서 0:01:19.830,0:01:24.369 엑스표와 동그라미를 구분해주는 직선을 찾는 과정이에요. 즉, 일종의 0:01:24.369,0:01:27.380 직선을 찾기위한 노력이죠. 0:01:27.380,0:01:29.400 노이즈를 살짝 넣을게요. 0:01:29.400,0:01:33.060 직선을 찾는건데 0:01:33.060,0:01:34.430 that separates out 0:01:34.430,0:01:38.630 the possitive and negative classes [br]as well as possible 0:01:38.630,0:01:42.570 0:01:42.570,0:01:46.250 0:01:46.250,0:01:47.230 0:01:47.230,0:01:49.720 0:01:49.720,0:01:51.100 0:01:51.100,0:01:52.710 0:01:52.710,0:01:54.080 0:01:54.080,0:01:57.930 0:01:57.930,0:01:59.350 0:01:59.350,0:02:01.530 0:02:01.530,0:02:04.750 0:02:04.750,0:02:08.720 0:02:08.720,0:02:10.999 0:02:10.999,0:02:12.359 0:02:12.359,0:02:15.019 0:02:15.019,0:02:18.969 0:02:18.969,0:02:20.170 0:02:20.170,0:02:21.490 0:02:21.490,0:02:28.010 0:02:28.010,0:02:30.980 0:02:30.980,0:02:32.759 0:02:32.759,0:02:36.309 0:02:36.309,0:02:40.689 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