August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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448
2
fastai 애플리케이션 계층 이해하기
도가
95
.
1
%까지 높아질 수 있습니다. 이 성능은
ULMFiT
논문이 보여준 당시 업계 최신 수준
의 결과입니다. 그로부터 수개월 후 기록을 갈아 치운 모델이 등장하긴 했지만, 훨씬 더 큰 모
델과 비용이 많이 드는 데이터 증강 기법을 사용했습니다(다른 번역 모델을 사용하여 다른 언
어로 번역된 문장을 다시 원복시켰습니다 ).
사전 학습된 모델을 사용하면 거짓 영화 리뷰를 만들거나 필터링하는 꽤 강력한 언어 모델을
만들 수 있습니다. 매우 흥미진진한 결과를 만들어낼 수 있겠죠. 하지만 이런 기술이 악의적으
로도 사용될 수 있다는 점을 기억해야 합니다.
10.3
딥러닝 기반의 언어 모델이 널리 사용되기 전에는 규칙 기반의 간단한 알고리즘을 사용했습
니다. 하지만 이런 간단한 알고리즘조차도 엉터리 계정을 생성하는 데 사용되어 정책 입안자
들에게 영향을 미칠 수 있습니다. 프로퍼블리카
ProPublica
의 컴퓨터 저널리스트인 제프 카오
Jeff
Kao
는
2017
년 망 중립성 폐지와 관련하여 사람들이 미국 연방통신위원회
Federal
Communications
Commission
(
FCC
)로 보낸 의견을 분석했습니다. 이를 토대로 ‘망 중립성 폐지에 관한 의견 중 백
만 개 이상이 거짓일 가능성이 높다’는 ...
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and much more.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.