September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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287
CHAPTER 06
기술 인터뷰: 모델 배포와 종단 간 머신러닝
버전 관리 시스템
머신러닝 직무에 지원하는 모든 후보자는 버전 관리 시스템을 사용한 경험이 어느 정도 있어
야 합니다. 일반적으로 버전 관리는 깃 (
https
://
git
-
scm
.
com
/)을 사용하여 수행됩니다. 회
사들은 깃 버전 관리 시스템을 지원하는 온라인 플랫폼인 깃헙(
https
://
github
.
com
/
)이나
깃랩 (
https
://
oreil
.
ly
/
coJq7
)을 자주 사용합니다. 버전 관리 시스템의 목표는 코드의 변
경 사항을 추적하고, 이전 버전의 코드로 롤백 (리셋 )할 수 있으며, 다른 팀원들과 쉽게 협업
할 수 있게 하는 것입니다. 코드베이스를 혼자 작업하는 경우(예: 개인 프로젝트 )엔 복사 &
붙여넣기를 사용하여 코드를 백업하는 것만으로 충분할 수 있습니다. 그러나 두 사람 이상이
작업하는 일정 규모 이상의 코드베이스에 대해서는 버전 관리 시스템을 사용해서 골치 아픈
일을 피하는 것이 좋습니다.
개인적으로 버전 관리 시스템 설정에 시간을 조금 투자하면 얻는 것이 많다고 생각합니다.
버전 관리 시스템 없이는, 여러 사람 사이에 코드를 주고받으려고 수백 시간을 낭비하거나
코드가 망가졌을 때 이전에 작동했던 버전을 복구할 수 없어 당황하는 일을 겪을 수 있습니
다. 생각만 해도 ...
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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.