WEBVTT

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(한국어 번역 by 박세민)

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이 강의는 Stanford Center for Professional 
Development에 의해 전달되었습니다.

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.

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오늘 할 이야기는 여러 종류의 Learning algorithm에 대한 
것입니다. 특히,

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generative learning algorithms에 대해 
먼저 이야기 하고

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Gaussian Discriminant Analysis(GDA)라고
불리는 알고리즘에 대해 이야기 할 거에요.

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잠깐 옆길로 빠져서 Gaussian에 대해 이야기 할 것이고,

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그 후 간단히 Generative와 Discriminative 
learning algorithm에 대한 비교를 할 거에요.

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그리고 Naive Bayses랑 Laplace Smoothing에 대해 
이야기하면서 강의를 마무리 짓기를 희망합니다.

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.

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Generative learning algorithm 논의의 동기 유발을 
위해

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이전까지 이야기 했던 Classification algorithm과 대조해
보기로 하죠.

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이전까지 이야기 했던 Classification algorithm과 대조해
보기로 하죠.

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이런걸 하는 알고리즘을 생각해봅시다. 트래이닝 셋이 주어지고

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그리고

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알고리즘을 맞게 돌린다면 , logistic regression을 
이 트레이닝 세트에 사용한다고 하였을 때,

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제가 생각하는 logistic regression은 데이터에서

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엑스표와 동그라미를 구분해주는 직선을 찾는 과정이에요. 즉, 일종의

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직선을 찾기위한 노력이죠.

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노이즈를 살짝 넣을게요.

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직선을 찾는건데

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that separates out

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the possitive and negative classes 
as well as possible

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