July 2023
Beginner to intermediate
496 pages
11h 43m
Korean
Content preview from MLOps 실전 가이드
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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.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.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.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.
219
5
장
AutoML과 KaizenML
그림
5-35
오토파일럿 모델
지금까지는 클라우드에 통합되어 있는
AutoML
솔루션들에 대해 알아보았다. 이제
AutoML
오픈 소스 솔루션들에 대해 살펴보자.
5.6
오픈 소스 오픈 소스
AutoMLAutoML
2000
년쯤 필자가 칼텍에서 일할 때 유닉스 클러스터를 다루는 일이 많았다.
2000
년에는 많은
솔라리스 기반의 시스템들이 리눅스 기반 시스템으로 이관되었다. 솔라리스
Solaris
는 리눅스보
다 많은 장점을 가지고 있었음에도 유료였기 때문에 리눅스에 대적하기 어려웠다.
AutoML
에서도 비슷한 일이 일어나고 있다. 높은 추상화 수준에서 모델을 학습시키는 기능
을 제공하는 솔루션들은 대부분 유료화되었다. 그 대안이 될 수 있는 몇 가지 오픈 소스 솔루션
(라이브러리)들을 살펴보도록 하자.
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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.