June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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345
Chapter 8
리팩터링과 기술 부채 관리
련이 있습니다. 팀은 다음과 같은 차원에 따라 소유한 각 시스템을 평가합니다.
■ 코드 가독성 또는 품질 점수
■ 개발 환경 설정 자동화
■ 자동 테스트의 존재 여부 및 범위
■ 지속적 통합 (
CI
) 파이프라인의 존재 여부와 적용 범위
■ 고객, 소비자, 데이터 보호를 위한 적절한 조치
■ 디자인 문서와 의사 결정 기록 문서
구글의 <
ML
테스트 점수> 논문
51
에서도 시간이 지남에 따라 시스템을 측정하고 개선하기 위
해
ML
테스트 점수 평가표를 사용하는 유사한 접근 방식에 대해 설명합니다. 이는 전반적인
테스트 견고성에 대한 점수표를 제공하고 팀이 모범 사례를 채택하도록 장려하는 데 큰 성공
을 거둔 구글의 테스트 인증 프로그램
52
에서 영감을 얻었습니다.
조직에서
ML
제품을 작업하는 팀을 위한 평가표를 만들어 보세요. 이 책의 사례를 한 페이지
분량으로 요약하여 주요 범주
(
ML
, 엔지니어링, 제품, 제공, 데이터 )
를 다루고, 각 범주
(
엔지니어링 )
에 대해 건강한 시스템의 차원
( 자동 테스트 커버리지, 개발 환경 설정 자동화)
을
나열할 수 있습니다. 시작점으로 [표
8
-
1
]의 평가표 예시를 활용해 보세요.
관련 이해관계자
( 기술 리더, 종사자, 제품 관리자 )
와 함께 상태 평가표를 공동으로 ...
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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.