July 2023
Beginner to intermediate
496 pages
11h 43m
Korean
Content preview from MLOps 실전 가이드
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353
8
장
애저 환경과 MLOps
며, 애저는
SDK
및 머신러닝 스튜디오 내에서 단계별로 다양한 유형의 작업에 맞는 서비스를
제공하고 있다. 아래 예제에서는 파이프라인의 핵심적인 컴퓨팅 부분은 없지만, 데이터 준비에
필요한 거의 모든 내용을 포함하고 있다.
먼저
PythonScriptStep
함수에서
as
_
named
_
input
을 통해 데이터셋 입력값을 호출한다. 이
어
PipelineData
로 출력값에 대한 지정 등 파이프라인 내의 데이터에 대한 쿼리를 작성할 수
있다. 다음은
SDK
를 사용하여 기존에 생성된 컴퓨팅 대상을 검색하는 방법이다.
from azureml.core.compute import ComputeTarget, AmlCompute
from azureml.core import Workspace
ws = Workspace.from_config()
# retrieve the compute target by its name, here a previously created target
# is called "mlops-target"
compute_target = ws.compute_targets["mlops-target"]
애저에서는 필요에 따라 환경 변수를 설정하여 런타임을 구성할 수 있다. 예를 들어 애저가 종
속성을 관리하려는 경우 관련 설정을 ...
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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.