0:00:09.170,0:00:10.419 0:00:10.419,0:00:13.689 이 프리젠테이션은 스텐포드 대학에서 제공합니다. 0:00:13.689,0:00:20.689 0:00:23.579,0:00:26.800 좋은 아침 입니다. 0:00:26.800,0:00:30.619 세번째 강의에 참여 감사드리고, 여기 오늘 강의 계획과 0:00:30.619,0:00:33.360 그 외 토론하고 싶은 토픽입니다. 0:00:33.360,0:00:34.320 토픽들이 서로 상관관계가 없어보일수도 있네요. 0:00:34.320,0:00:37.920 0:00:37.920,0:00:41.980 0:00:41.980,0:00:44.360 지난 강의에서 선형 리그레션을 배웠고, 오늘은 0:00:44.360,0:00:48.390 부분적인 리그레션이라는 방법을 논의할 것입니다. 0:00:48.390,0:00:52.500 이 방법은 매우 인기있는 알고리즘으로 제 멘토중의 한명이 매우 선호하는 0:00:52.500,0:00:57.120 학습 알고리즘입니다. 0:00:57.120,0:00:59.360 그럼 우리는 선형 리그레션의 두번째 해석으로 0:00:59.360,0:01:02.800 분류 알고리즘으로 사용되는 경우를 보겠습니다. 이를 로지스틱 리그레션이라고 합니다. 0:01:02.800,0:01:07.650 0:01:07.650,0:01:08.910 0:01:08.910,0:01:12.630 이 외 잠시 펄셉트론이라는 토픽으로 주위를 환기하겠습니다. 0:01:12.630,0:01:15.990 이 토픽은 이번 학기 말에 다시 토픽으로 나올 것입니다. 0:01:15.990,0:01:17.170 0:01:17.170,0:01:21.070 그 외 시간이 허락되면 뉴튼의 방법이라는 알고리즘을 공부하겠습니다. 0:01:21.070,0:01:23.119 0:01:23.119,0:01:24.650 0:01:24.650,0:01:30.510 여하간 우선 지난 강의의 복습을 하겠습니다. 0:01:30.510,0:01:33.790 지난번 X 와 Y 위에 사용한 0:01:33.790,0:01:35.090 i 가 트레이닝 예시를 가르친다는 것을 0:01:35.090,0:01:37.620 기억하시나요? 0:01:37.620,0:01:44.620 0:01:47.190,0:01:49.500 0:01:49.500,0:01:51.790 우리가 선형 리그레션에 관하여 말할때나 0:01:51.790,0:01:52.900 0:01:52.900,0:01:54.080 선형 최소 공차를 말할때 0:01:54.080,0:01:56.370 우리는 이 값을 가지고 0:01:56.370,0:01:58.549 예시된 H 의 추측값을 말합니다. 0:01:58.549,0:02:00.830 0:02:00.830,0:02:02.420 0:02:02.420,0:02:04.070 0:02:04.070,0:02:06.160 0:02:06.160,0:02:08.399 0:02:08.399,0:02:13.809 0:02:13.809,0:02:15.549 0:02:15.549,0:02:19.870 0:02:19.870,0:02:22.409 0:02:22.409,0:02:25.489 0:02:25.489,0:02:29.649 0:02:29.649,0:02:31.279 0:02:31.279,0:02:33.169 0:02:33.169,0:02:36.780 0:02:36.780,0:02:40.209 0:02:40.209,0:02:43.689 0:02:43.689,0:02:45.939 0:02:45.939,0:02:50.559 0:02:50.559,0:02:51.989 0:02:51.989,0:02:54.709 0:02:54.709,0:02:57.079 0:02:57.079,0:03:01.260 0:03:01.260,0:03:05.510 0:03:05.510,0:03:07.209 0:03:07.209,0:03:10.379 0:03:10.379,0:03:12.439 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