December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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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.
310
로우코드 AI
8.5.1
버텍스
AI
의 학습 및 튜닝
7
장에서 사이킷런 모델을 학습시키면서 파이썬 모듈로 코드를 패키징하고, 이를 버텍스
AI
학
습에 제출하는 방법을 살펴봤습니다. 이 장의 하이퍼파라미터 튜닝을 위한 사이킷런이나 케라
스 코드에서도 동일한 작업을 적용할 수 있습니다.
또한 버텍스
AI
학습의 일부로 하이퍼파라미터 튜닝 서비스도 제공됩니다. 이는
cloudml
-
hypertune
이라는 파이썬 패키지를 사용하여 다양한 실험에서 얻은 지표를 버텍스
AI
에 보고
하고, 버텍스
AI
학습을 사용하여 여러 클러스터에서 실행되도록 합니다. 케라스 튜너와 마찬
가지로 버텍스
AI
는 베이지안 최적화를 사용하여 모델에 가장 적합한 하이퍼파라미터를 찾습
니다.
이 서비스 사용 방법에 관한 자세한 내용은 ‘버텍스
AI
설명서’
11
를 참조하기 바랍니다.
8.5.2
아마존 세이지메이커를 사용한 자동 모델 튜닝
아마존 세이지메이커는 하이퍼파라미터 튜닝을 수행하는 자동 모델 튜닝 서비스(
AMT
)
12
를
제공합니다. 기본 제공 알고리즘, 사용자 정의 알고리즘, 사이킷런/텐서플로/파이토치와 같은
ML
프레임워크를 위해 사전 빌드된 컨테이너를 통해 세이지메이커
AMT
를 사용할 수 있습니다.
자세한 내용은 ‘세이지메이커
AMT
문서’
13
를 참조하기 바랍니다.
8.5.3
애저
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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.