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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살아 움직이는 머신러닝 파이프라인 설계
Model server
EvaluatorTrainerTransformStatisticsGen
SchemaGen ResolverNode
PusherExample
validator
ExampleGen
데이터
수집
TensorFlow
Data validation
라이브러리 TFX 컴포넌트
TensorFlow
Transform
TensorFlow
Model Analysis
TensorFlow
Serving
데이터
검증
데이터
전처리
모델
학습
모델
배포
모델 분석 및
검증
그림
2-3
TFX
컴포넌트 및 라이브러리
컴포넌트와 라이브러리는 앞으로 더 자세히 설명하겠습니다. 보편적으로 사용하지 않는 기능
이 필요하다면 사용자 지정 파이프라인 컴포넌트를 생성하는 방법을 설명하는
10
장을 참고하
시기 바랍니다.
WARNING
_
TFX
안정 버전
여기서 언급하는
TFX
API
는 향후 업데이트될 수 있습니다. 이 책의 모든 예는
TFX
버전
1
.
2
.
0
에서 작동합
니다.
2.2
TFX
설치
다음 파이썬 설치 명령을 실행하면
TFX
를 쉽게 설치할 수 있습니다.
$ pip install tfx==1.2.0
위에서 설치되는
TFX
패키지에는 의존성이 있는 다른 여러 라이브러리가 포함되어 있고, 자동
으로 함께 설치됩니다. 개별
TFX
파이썬 패키지 (예: 텐서플로 데이터 검증)뿐만 아니라 아파 ...
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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.