July 2023
Beginner to intermediate
496 pages
11h 43m
Korean
Content preview from MLOps 실전 가이드
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111
3
장
컨테이너와 엣지 디바이스를 위한 MLOps
수 있는 선택지들의 동작 방식을 이해하고 해결해야 하는 문제에 적절히 활용할 수 있다면 더
나은 머신러닝 엔지니어가 되는 데 도움이 될 것이라고 생각한다.
3.1
컨테이너 컨테이너
우선 가상 머신의 장점을 갖추면서도 가상 머신이 무겁다는 문제를 상당부분 해결한 컨테이
너 기술의 전반을 파악하는 것이 중요하다. 필자는
2013
년 도커
Docker
가 처음 발표됐던 파이
콘
PyCon
행사에 참석했었다. 그 행사에서 도커 데모를 접하는 순간 정말 엄청난 전율을 느꼈다.
리눅스 운영체제에서 컨테이너 기술은 이미 존재했지만 컨테이너 기술을 다루는 도구가 혁명
적으로 발전했음을 느꼈던 것이다. 리눅스에는 리눅스 컨테이너
LinuX
Container
(
LXC
)라는 도구
가 있었다.
LXC
는 오늘날의 컨테이너에서 주로 사용하는 기능을 이미 갖추고 있었지만, 사용
성 면에서는 형편없었다. 도커는 최근까지도 컨테이너 레지스트리를 이용한 간편한 협업 및 공
유 기능을 앞세우며 컨테이너 기술의 활성화를 이끌고 있다.
TIPTIP
__
다음 내용을 학습하기 전에 실습 컴퓨터에 컨테이너 런타임이 설치되어 있는지 확인하라. 이 장에서는
도커
2
가 제공하는 컨테이너 런타임을 사용할 것이다. 도커는 공식 홈페이지에서 쉽게 다운로드할 수 있다. ...
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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.