June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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15
1
부 제품과 전달
1
부 ‘제품과 전달’에서는
ML
솔루션을 성공적으로 전달하기 위해 필요한 다양한 부분들에 대
해 설명합니다. 제품 중심 사고부터 린 전달 방식까지,
ML
솔루션을 만들고 전달하는 데 필
요한 실질적인 방법들을 자세히 다룹니다.
2
장
ML
팀을 위한 제품과 전달 기법
이 장에서는 기회를 찾아내고, 시장이나 기술에 대한 가설을 빠르게 검증하며, 실현 가
능한 해결책을 찾아가는 제품 발견 방법에 대해 이야기합니다. 중요한 문제와 실현 가능
한 해결책을 우선시함으로써, 제품을 성공적으로 릴리스할 준비를 합니다. 또한 지속적
으로 가치를 창출하기 위해 작업을 어떻게 구성하고 순서를 정하는지에 대한 전달 방식
도 다룹니다.
ML
문제의 복잡하고 불확실한 특성에 따른 도전 과제를 해결하기 위한 방
법, 예를 들어 더 빠르게 배우고 짧은 주기로 반복하는 듀얼-트랙 전달
dual
-
track
delivery
모
델 같은 기술도 소개합니다. 마지막으로
ML
프로젝트의 중요한 부분을 어떻게 측정하고
프로젝트 위험을 식별 및 관리하는 방법에 대해서도 알려줍니다.
2
부 엔지니어링
2
부 ‘엔지니어링’에서는
ML
솔루션을 구현하고 전달하는 과정에서
ML
실무자들이 알아야 할
중요한 기술과 관행들을 소개합니다. 자동 테스트, 코드 리팩터링, 효율적인 코드 에디터 사
용법, 지속적 ...
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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.