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