August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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141
3
데이터 윤리
3.1
기술 분야에서 일반적인 세 가지 윤리적 문제를 설명하는 구체적인 사례부터 시작하겠습니다
(좀 더 자세한 내용은 이 장의 뒷부분에서 살펴봅니다 ).
●
Recourse
process
아칸소
Arkansas
주(州)에 배포된 건강관리 알고리즘의 버그가 많은 환자의 발을 묶은 사례
●
Feedback
loops
유튜브 추천 시스템이 갑작스러운 음모론 유행을 일으킨 사례
●
Bias
아프리카계 미국인 이름을 구글링하면 범죄 신원 조회 광고가 등장한 사례
이 장에서 소개하는 모든 개념에 관한 구체적인 예시를 적어도 하나 이상 제공하고자 합니다.
각 예시에서 여러분이라면 어떤 조치를 취할 수 있을지, 어떤 장애물이 있을지를 고민해보기
바랍니다. 직면한 문제를 어떻게 다룰 건가요? 또 무엇을 조심해야 할까요?
3.1.1
버지
The
Verge
는 미국의 주(州) 절반 이상에서 사용하는 소프트웨어를 조사하여 사람들이 의
료 서비스를 얼마나 많이 받는지 확인하고, 결과를 「
What
Happens
When
an
Algorithm
Cuts
Your
Healthcare
(
https
://
oreil
.
ly
/
25drC
)」라는 기사로 공개했습니다. 아칸소주
에서는 건강관리 알고리즘을 구현한 후, 중증 장애인 수백 명에게 제공하던 의료 서비스를 급
격하게 줄였습니다.
예를 들어 침대에서 일어나고, 화장실에 가고, 음식을 먹는 데 ...
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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.