December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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265
7
장
파이썬으로 사용자 정의 ML 모델 학습시키기
•
텐서플로 모델에는 기본 제공 메서드인
save()
가 있습니다.
joblib.dump()
대신
model.save()
를 사용
하여 모델을 구글 클라우드 스토리지에 저장합니다.
마지막으로, 사이킷런에서 파이프라인에 관한 옵션 섹션을 살펴봤다면 모델 코드의
Pipeline
버전에 대한 코드를 패키징하여 버텍스
AI
학습 작업에 학습용으로 제출하세요.
자세한 내용은 공식 버텍스
AI
커스텀 학습(
https
://
oreil
.
ly
/
A127h
) 문서를 참조하세요.
7.7
요약
이 장에서는 통신 회사의 고객 이탈을 예측하는 사용자 정의 코드 모델을 구축하는 방법을 배
웠습니다. 가장 널리 사용하는 두 가지
ML
프레임워크인 사이킷런과 텐서플로를 살펴보고, 각
각에서 간단한 분류 모델을 구축했습니다. 그리고 구글 클라우드의 버텍스
AI
학습 서비스를
사용하여 모델을 학습시키는 방법을 배웠습니다. 이 장에서 다룬 모든 주제는 빙산의 일각에
불과하지만,
ML
에 관한 더 깊은 지식으로 나아가는 디딤돌이 되기를 바랍니다. 다음 장에서는
빅쿼리
ML
의 하이퍼파라미터 튜닝과 버텍스
AI
의 사용자 정의 코드 사용과 같은 기술로 모델
을 개선하는 방법을 살펴봅니다.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.