August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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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.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.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.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.
149
3
데이터 윤리
3.3
데이터 윤리는 넓은 분야이며, 여기서 모든 내용을 다룰 수는 없습니다. 대신 특별히 관련 있다
고 생각되는 몇 가지 주제를 선택해서 이야기해보죠.
●
청원 및 책임감의 필요성
●
피드백 루프
●
편 향
●
거짓 정보
하나씩 차례로 살펴보겠습니다.
3.3.1
복잡한 시스템에서는 아무도 결과에 책임감을 느끼지 않게 되기가 쉽습니다. 이런 태도를 이해
할 수는 있지만, 좋은 결과로 이어지지는 않습니다. 버그 때문에 뇌성마비가 환자가 필요한 치
료를 받지 못한 아칸소주의 건강관리 시스템을 다룬 예시로 돌아가봅시다. 알고리즘 개발자는
정부 관계자를, 정부 관계자는 소프트웨어를 개발자를 서로 비난했습니다. 뉴욕 대학교의 다나
보이드
Danah
Boyd
교수 (
https
://
oreil
.
ly
/
KK5Hf
)는 이 현상을 “관료주의는 책임을 전가하거
나 회피하는 데 자주 사용되었습니다. 오늘날의 알고리즘 시스템은 관료주의를 확장하고 있습
니다”라고 설명했습니다.
청원이 필요한 또 다른 이유는 데이터에 종종 오류가 포함되기 때문입니다. 감사와 오류 수정
메커니즘은 중대합니다. 캘리포니아 법률 집행원이 관리하는 범죄 조직 구성원 데이터베이스
는 오류로 가득 차 있습니다. 여기에는 한 살이 되기도 전에 데이터베이스에 들어간 아기
42
명
도 포함되었죠(그중
28
명은 ‘범죄 조직 구성원으로 인정됨’ 표시를 받음). 특히 누군가가 데이
터베이스에 등재된 다음, 실수를 수정하거나 감사를 거쳐 잘못 추가한 사람을 ...
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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.