June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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365
Chapter 9
MLOps와 ML을 위한 지속적 전달(CD4ML)
그림
9-3
DevOps
문화는 개발 팀과 운영 팀 간의 분열을 허물고자 합니다.
15
9.2 ML
을 위한 지속적 전달(
CD4ML
)
새로운 모델, 새로운 기능, 버그 수정 등을 포함한 모든 유형의 변경 사항을 안전하고 빠르며
신뢰할 수 있게 운영 환경에 배포하고 사용자에게 전달할 수 있는 방법이 있다고 한다면 어떨
까요? 바로 지속적 전달
(
CD
)
이 이를 가능하게 합니다.
이 절에서는 다음 내용을 다룰 것입니다.
15
출처_ ‘데브옵스는 역할이 아니다(
DevOps
Is
Not
a
Role
)’의 저자 다니엘 스토리(
https
://
oreil
.
ly
/
CH
_
Q8
)와
CC
BY
-
NC
-
SA
4
.
0
(
https
://
oreil
.
ly
/-
MSwI
)의 라이선스를 받아 실었습니다.
DevOps 문화
개발 팀
운영 팀
366
Part 2
엔지니어링
■
CD4ML
의 이점 (왜)
■
CD
의 원칙 (무엇 )
■
CD4ML
의 실천 방법 및 구성 요소 (어떻게 )
먼저 ‘왜’에 대해 깊이 파고들어 보겠습니다.
9.2.1
CD4ML
의 이점
CD4ML
을 완전히
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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.