December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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159
6
장
빅쿼리 ML로 선형 회귀 모델 학습시키기
싶다면 앨런 볼리외
Alan
Beaulieu
의 『
러닝
SQL
』(한빛미디어,
2021
)을 읽어 보기 바랍니다.
빅쿼리는 이 장의 선형 회귀 모델을 만드는 데 충분한 무료 티어를 제공합니다. 매달
1
TB
의
SQL
쿼리량과
10
GB
의 저장 공간을 무료로 제공하죠. 또한 선형 회귀와 같은 특정 유형의
ML
모델을 생성하는 데 들어가는 첫
10
GB
의 데이터를 무료로 처리합니다. 빅쿼리
ML
은 빅
쿼리에 저장된 데이터에
ML
을 적용하고 싶을 때 유용합니다. 내부적으로 빅쿼리
ML
은 신경망
모델 학습 시 버텍스
AI
의 자원을 활용합니다.
4
6.2.1
빅쿼리에 데이터셋 업로드하기
CCPP
데이터셋은 아직 빅쿼리에서 사용할 수 없습니다. 따라서 데이터를 빅쿼리에 업로드하
는 작업을 가장 먼저 해야 합니다. 편의상 해당 데이터를 공용 구글 클라우드 스토리지 버킷
5
에
저장해서 공유했습니다.
빅쿼리에 데이터를 업로드하려면 먼저 구글 클라우드 콘솔에서 ‘
BigQuery
’를 클릭해 빅쿼리
SQL
작업 영역에 진입합니다.
UI
좌측에서 프로젝트 이름을 선택한 다음, 프로젝트명 우측의
점
3
개로 표시된 버튼을 클릭합니다. 그리고 나타나는 메뉴에서 ‘데이터셋 만들기’를 선택합니
다(그림
6
-
1
).
그림
6-1
빅쿼리 콘솔에서 ...
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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.