October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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74
살아 움직이는 머신러닝 파이프라인 설계
이제 생성된
TFRecord
파일
consumer
-
complaints
.
tfrecord
를
ImportExampleGen
구성
요소로 가져올 수 있습니다.
3.1.2
원격 데이터 파일 수집
ExampleGen
컴포넌트는 구글 클라우드 스토리지
Google
Cloud
Storage
나
AWS
S3
Simple
Storage
Service
4
와 같은 원격 클라우드 저장소 버킷에서 파일을 읽을 수 있습니다.
TFX
사용자는 다음 예시와
같이
external
_
input
함수에 대한 버킷 경로를 제공할 수 있습니다.
from tfx.components import CsvExampleGen
example_gen
=
CsvExampleGen(input_base=(“gs://example_compliance_data/”)
코드 위치:
chapters
/
chapter3
/
3
-
8
.
py
개인 클라우드 스토리지 버킷에 액세스하려면 클라우드 제공자 자격 증명을 설정해야 합니다.
설정은 제공자에 따라 다릅니다.
AWS
는 사용자별 액세스 키와 암호로 사용자를 인증합니다.
개인
AWS
S3
버킷에 액세스하려면 사용자 액세스 키와 암호를 생성해야 합니다.
5
한편 구글
클라우드 플랫폼 (
GCP
)은 서비스 계정으로 사용자를 인증합니다. 개인
GCP
스토리지
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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.