April 2022
Beginner to intermediate
200 pages
4h 15m
Korean
Content preview from MLOps 도입 가이드
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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.
146
2부MLOps적용방법
●
수집된데이터에접근하고처리상태를파악한다.
●
부정확한데이터를수정한다.
●
잊혀질수있다(즉,데이터제거).
●
개인데이터에대한처리를제한한다.
●
수집된데이터를확보하여다른곳에서재사용할수있다.
●
자동화된의사결정에반대한다.
CCPA
California
Consumer
Privacy
Act
는 보호 대상 측면에서
GDPR
과 상당히 유사하지만 업무 범위, 효
력을 발휘하는 영토 및 재정적 벌칙이 모두 제한적이다.
8.4
AI
관련 규정의 최신 동향
전 세계적으로
AI
애플리케이션 및 모든
ML
애플리케이션을 대상으로 하는 새로운 규정과 지
침이 등장하고 있다. 그중에서도 특히 유럽연합
EU
은 신뢰할 수 있는
AI
로 가기 위한 프레임워
크를 마련하는 데 앞장서고 있다.
인공지능에 관한 백서(
https://oreil.ly/rhzo5
)에서,
EU
는
AI
가 모든 사회 계층에 줄 수 있
는 잠재적인 혜택을 강조하고 있다. 하지만 똑같은 정도로,
EU
는
AI
의 오남용을 둘러싼 스캔
들이 발생하고 있고
AI
의 잠재적 능력에 깃든 위험에 대한 경고에 유의해야 함을 강조하고 있
다.
EU
는 근본적인 가치에 기반한 규제 프레임워크가 “데이터 경제 및 응용 분야의 혁신에 있
어 글로벌 리더로 이끌 수 있을 것”이라고 보고 있다.
EU
는
AI
애플리케이션이 신뢰받기 위해 준수해야 할
7
가지 핵심 요구사항을 선별하였다.
●
인적기관및감독
●
기술적견고성및안전성
●
개인정보보호(
privacy
)및데이터거버넌스 ...
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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.