October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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410
살아 움직이는 머신러닝 파이프라인 설계
C.3.1
TFX
및
TFX
종속성
TFX
CLI
에는
쿠브플로 파이프라인
SDK
와
Scaffold
(
https
://
skaffold
.
dev
/
)가 필요합니
다.
Scaffold
는 쿠버네티스 애플리케이션을 지속해서 구축하고 배포하는 파이썬 도구입니다.
쿠브플로 파이프라인에서
TFX
와 파이썬
SDK
를 설치하거나 업데이트하지 않았다면 다음 두
가지
pip
install
명령을 실행하세요.
$
pip install -U tfx
$
pip install -U kfp
Skaffold
설치는 운영 체제에 따라 다릅니다.
●
리눅스
$
curl -Lo skaffold
\
https://storage.googleapis.com/
\
skaffold/releases/latest/skaffold-linux-amd64
$
sudo install skaffold /usr/local/bin/
●
맥
OS
$ brew install skaffold
●
윈도우
$
choco install -y skaffold
Skaffold
를 설치한 후
TFX
CLI
도구를 실행할 터미널 환경의
PATH
에 도구의 실행 경로가 추
가되었는지 확인합니다. 다음 배시 예제는 리눅스 사용자가
PATH
배시 변수에
Skaffold
경로
를 추가하는 방법입니다.
$ export PATH=$PATH:/usr/local/bin/ ...
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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.