June 2025
Beginner to intermediate
484 pages
10h 52m
Korean
Content preview from 잘되는 머신러닝 팀엔 이유가 있다
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161
Chapter 4
실무에서의 효과적인 의존성 관리
3
. 로컬 개발 환경 시작하기(컨테이너 실행)
컨테이너를 시작하세요.
./
batect
start
-
dev
-
container
모델 훈련이 잘 작동하는지 확인하기 위해 스모크 테스트를 실행해 보세요.
scripts
/
tests
/
smoke
-
test
-
model
-
training
.
sh
컨테이너에서 나가려면 터미널에
exit
를 입력하거나
Ctrl
+
D
를 누르세요.
4
. 로컬 환경에서 웹
API
를 통해
ML
모델 서비스하기
개발 모드에서
API
를 시작하세요.
./
batect
start
-
api
-
locally
도커 컨테이너 밖의 다른 터미널에서 다음 명령어를 실행해 로컬
API
로 요청을 보내보
세요
(
curl
사용, 우리가 설치하지 않은 도구 )
:
scripts
/
request
-
local
-
api
.
sh
5
. 통합 개발 환경(
IDE
) 설정하기(
go
스크립트로 만든 파이썬 가상 환경 사용)
이 실습에 권장하는
IDE
들에 대한 안내는 온라인에서 찾아볼 수 있습니다.
■ 파이참 설정 방법
04
■
VS
Code
설정 방법
05
6
. 클라우드에서 모델 훈련하기
이 단계와 다음 단계는
CI
/
CD
파이프라인에서 진행됩니다. 이 내용은 나중에 자세히 다
룰 예정입니다.
04
https
://
oreil
.
ly
/
udir0
05
https
://
oreil
.
ly
/
Lg ...
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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.