0:00:00.290,0:00:12.079 (한글 번역: 박세민) 0:00:12.079,0:00:15.349 이 강좌는 Stanford Center for Professional[br]Development 에서 제공됩니다. 0:00:15.349,0:00:22.349 . 0:00:24.169,0:00:25.189 . 0:00:25.189,0:00:27.299 오늘 할 이야기는 0:00:27.299,0:00:30.829 지난 강의에 이어 Naive Bayes에 대한 논의를 계속 해보도록 하고 0:00:30.829,0:00:32.600 지난 강의에 이어 Naive Bayes에 대한 논의를 계속 해보도록 하고 0:00:32.600,0:00:36.110 지난 강의에 이어 Naive Bayes에 대한 논의를 계속 해보도록 하고 0:00:36.110,0:00:40.250 Naive Bayes에서 몇가지 다양한 이벤트 모델에 대해 논의하고 0:00:40.250,0:00:44.450 옆길로 살짝 빠져서 뉴럴 네트워크에 대해서 잠시 이야기 할 시간을 잠깐하고, 0:00:44.450,0:00:47.000 (뉴럴 네트워크에 많은 시간을 쓰지는 않을거에요.) 0:00:47.000,0:00:50.350 그리고 Support Vector Machine에 대해 이야기 할 거에요. 0:00:50.350,0:00:52.680 Support Vector Machine은 0:00:52.680,0:00:56.450 Supervised learning algorithm인데, 0:00:56.450,0:01:00.910 많은 사람들이 Supervised learning algorithm 중에서 [br]사람들이 가장 효과적이고 곧장 사용할 수 있다고 생각하는 0:01:00.910,0:01:02.250 supervised learning 알고리즘이에요 0:01:02.250,0:01:05.240 이런 견해는 논란이 있지만, 많은 사람들이 이러한 견해를 0:01:05.240,0:01:06.340 견지하고 있어요. 0:01:06.340,0:01:10.800 이런 것들에 대해 이야기를 시작해 볼것이구요, 이 이야기를 완성하기 위해서는 0:01:10.800,0:01:13.830 강의 몇 개를 더 해야 해요. 0:01:13.830,0:01:16.940 자, Naive Bayes에 대해 이야기 해보죠. 저번 시간에 했던 0:01:16.940,0:01:21.370 이야기를 다시 리마인드 해보자면, 0:01:21.370,0:01:23.299 가장 간단한 예제인 스팸 분류에 대해 시작했어요 0:01:23.299,0:01:24.420 가장 간단한 예제인 스팸 분류에 대해 시작했어요 0:01:24.420,0:01:28.329 가장 간단한 예제인 스팸 분류에 대해 시작했어요 0:01:28.329,0:01:33.700 사전의 단어에 대응하는 feature vector를 이렇게 만들었었죠. 0:01:33.700,0:01:37.840 사전의 단어에 대응하는 feature vector를 이렇게 만들었었죠. 0:01:37.840,0:01:39.500 알다시피 0:01:39.500,0:01:43.100 이메일에 등장하는 단어에 기반해서 0:01:43.100,0:01:45.230 feature vector를 represent 는데, 해당 자리에 0:01:45.230,0:01:48.130 0 또는 1로 채웠어요. 0:01:48.130,0:01:49.950 Naive Bayses는 0:01:49.950,0:01:56.950 generative learning algorithm이고, 따라서 0:01:58.799,0:02:00.159 제말은, 0:02:00.159,0:02:06.140 0:02:06.140,0:02:08.479 0:02:08.479,0:02:12.859 0:02:12.859,0:02:13.789 0:02:13.789,0:02:17.109 0:02:17.109,0:02:19.259 0:02:19.259,0:02:22.749 0:02:22.749,0:02:25.050 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