September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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285
CHAPTER 06
기술 인터뷰: 모델 배포와 종단 간 머신러닝
아마존 엘라스틱 쿠버네티스 서비스
Elastic
Kubernetes
Service
(
EKS
)
더 많은 컴퓨팅 자원이 필요한 상황에서의 자동 스케일링과 같은 머신러닝 배포의 오케스트
레이션을 위한 완전 관리형 쿠버네티스입니다. (
https
://
oreil
.
ly
/
kwSLG
)
아마존
EC2
VM
을 프로비저닝하기 위해 사용되는
AWS
상의 컴퓨팅 레이어입니다. (
https
://
oreil
.
ly
/
oNArn
)
아마존 세이지 메이커
SageMaker
관리형 머신러닝 플랫폼이자 모델 스토어, 피처 스토어입니다. 모델 버전 관리, 모델 모니터
링 대시보드(
https
://
oreil
.
ly
/
8YnQA
) 등을 제공합니다. (
https
://
oreil
.
ly
/
i
-
BAn
)
집필 시점 기준으로,
AWS
무료 티어 (
https
://
oreil
.
ly
/
Q8OOr
)를 이용하면 무료로 시작할
수 있습니다.
AWS
는 공식 무료 튜토리얼을 제공하여 플랫폼 사용법을 안내합니다.
16
이 외
에도,
AWS
머신러닝 플랜 (
https
://
oreil
.
ly
/
rinPk
)도 집필 시점에는 무료로 제공되고 있
습니다. 공식 무료 코스를 통해 개요를 빠르게 익힐 것을 추천합니다. 이 코스들은 일반적으
로 더 짧고, 클라우드 제공업체가 가장 중요하다고 생각하는 부분에 ...
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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.