June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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85
Chapter 2
ML 팀을 위한 제품과 전달 기법
계획하는 것은 중요합니다. 잠재적 위험을 이해하면 이를 평가하고 완화할 방법을 찾을
수 있습니다. 위험을 식별하는 데 유용한 프레임워크로는 델파이
Delphi
방법과
SWOT
매
트릭스
29
가 있습니다. 유용한 질문은 다음과 같습니다.
■ 무엇이 잘못될 수 있는가? 이 제품이 실패할 방법들은 무엇인가?
■ 모델이 실수했을 때 들어가는 비즈니스 및 제품 비용은 얼마인가?
■ 이러한 위험의 결과는 무엇일 것인가?
성능 및 영향:
이 섹션은 제품이 비즈니스에 미치는 영향을 추정하고 이를 측정하는 방
법에 중점을 둡니다. 아이디어가 비즈니스에 어떤 영향을 미칠지 명확하게 설명하고, 그
결과를 시간이 지나면서 꾸준히 측정하겠다고 약속하면, 이 과정은 비즈니스 관계자들
이 아이디어를 받아들이고 협력하는 데 필요한 이해와 신뢰를 제공합니다. 유용한 질문
은 다음과 같습니다.
■ 성공을 측정하기 위해 어떤 비즈니스 지표를 사용해야 하며 어떻게 측정할 것인가?( 구독자 또는 회원
수, 수익, 고객 만족도 점수 )
■ 해당 지표의 기준선은 무엇인가?
■ 새로운 제품에서 얼마의 이득이나 비용 절감을 기대할 수 있는가?
ML
팀이 흔히 저지르는 실수 중 하나는 무엇이든 해결할 수 있는 ‘요술망치’를 ...
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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.