June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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375
Chapter 9
MLOps와 ML을 위한 지속적 전달(CD4ML)
팀은 두 사람의 강점을 활용하고 맹점을 줄일 수 있습니다.
새로운 팀원들의 빠른 적응
새로운 팀원들은 더 경험 많은 팀원들과 함께 작업하면서 코드베이스, 팀의 작업 방식,
도구를 빠르게 배울 수 있습니다. 이는 온보딩 과정을 가속화하고 새로운 팀원들이 더
빨리 효과적으로 기여할 수 있도록 도와줍니다. 이는 많은 문서를 읽거나 녹화를 시청하
는 방식보다 훨씬 효과적입니다.
집중 유지
페어 프로그래밍을 통해 개인이 산만해지거나 길을 잃는 것을 방지할 수 있습니다. 이 활
동의 사회적 특성 덕에 두 프로그래머 모두 집중하여 더 효율적으로 작업할 수 있습니다.
팀이 효과적으로 페어 프로그래밍을 할 수 있도록 돕는 몇 가지 기술이 있습니다. 예를 들어,
드라이버-네비게이터
driver
-
navigator
, 핑퐁
ping
-
pong
, 드레이퍼스 제곱
Dreyfus
squared
등이 있습니
다. 여러분과 팀을 위해 페어 프로그래밍의 이점과 메커니즘에 대해 ‘페어 프로그래밍에 관
해’
28
라는 짧은 글을 읽어 보는 것을 권장합니다.
모든 운영 환경 아티팩트에 버전 관리를 활용하세요
코드, 데이터, 구성, 중간 데이터, 훈련된
모델과 같은 아티팩트의 버전 관리는 팀에게 재현성, 추적 가능성, 감사 가능성, ...
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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.