June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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120
Part 1
제품과 전달
측정에 대한 논평
팀은 지표가 잘못 사용되고 악용되며 조작되고 결국 비효율적으로 변할 수 있는 경향과 위험
을 인정해야 합니다.
97
굿하트의 법칙
Goodhart
’
s
law
98
에 따르면 ‘측정이 목표가 되면 그것은 더
이상 좋은 측정이 아니다’라고 합니다. 따라서 팀은 이러한 지표를 주로 성과를 개선하기 위
한 지침으로 봐야 하며 그것 자체가 목적이 되어서는 안 됩니다. 우리는
10
장에서 이를 더 자
세히 논의할 것입니다
(
10
장의 ‘생산성 측정의 함정과 이를 피하는 방법’ 글상자 참조 )
. 리더는
팀이 올바른 결과를 측정하고 지속적으로 개선하여 조직의
ML
전달 역량에 적합한 지표를
찾도록 하는 데 중요한 역할을 합니다.
99
이러한 지표를 효과적으로 사용하는 능력은 팀과 조직 내의 심리적 안전 수준에 달려 있습니
다. 전달 일정 준수에 대한 두려움 때문에 팀이 진행 상황을 과장 보고하고 전달 문제를 축소
보고하는 사례를 보았습니다. 모든 것이 녹색으로 보였지만 실제로는 황색 또는 적색이었고
팀은 근본적인 장애물에 대한 주의 없이 비현실적인 일정에 맞추려고 압박을 받았습니다.
반면에 안전한 환경에서는 전달 지표가 순수하게 지속적인 개선을 위해 사용되어 시간이 지
남에 따라 ‘생산 라인’을 개선하고 제품 전달 목표를 달성하는 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.