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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259
9
장
텐서플로 서비스를 사용한 고급 모델 배포
NOTE
_ 쿠버네티스와 쿠브플로 관련 읽을거리
쿠버네티스와 쿠브플로는 놀라운 데브옵스 도구입니다.이는 별도의 책으로 다뤄야 할 분량이기에 여기서는
자세히 소개하지 못했습니다. 두 도구를 자세히 알아보려면 다음 책을 읽어보세요.
●
『
Kubernetes
:
Up
and
Running
,
2e
』(오라일리,
2019
)
●
『
Kubeflow
Operations
Guide
』 (오라일리,
2020
)
●
『
Kubeflow
for
Machine
Learning
』(오라일리,
2020
)
9.7
요약
이 장에서는 원격 클라우드 스토리지 버킷을 통해 모델을 배포하여 데이터 과학과 데브옵스 배
포 생애 주기를 분할하고, 모델을 최적화하여 예측 지연 시간과 모델 메모리 설치 공간을 줄이
거나 배포를 확장하는 방법과 같은 고급 배포 시나리오를 다뤘습니다.
다음 장에서는 모든 개별 파이프라인 구성 요소를 단일 머신러닝 파이프라인으로 결합하여 재
현 가능한 머신러닝 워크플로를 제공하겠습니다.
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and much more.
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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.