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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271
10
장
고급 TFX
몇 가지 단계를 추가하여 파이프라인 자체에서 트리거되는 머신러닝 모델에 대한 인적 감사로
파이프라인을 더욱 풍부하게 만들 수 있습니다. 이렇게 하면 파이프라인 애플리케이션에 대한
더 많은 워크플로가 열립니다(예: 데이터셋 통계 감사, 데이터 이동 지표 검토 ).
NOTE
_ 슬랙
API
표준
슬랙 컴포넌트의 구현은
RTM
Real
Time
Messaging
프로토콜에 의존합니다. 이 프로토콜은 더는 사용하지 않으
며 컴포넌트의 피처에 영향을 미치는 새 표준 프로토콜로 대체할 수 있습니다.
10.3
사용자 지정
TFX
컴포넌트
2
장에서는
TFX
컴포넌트의 아키텍처와 각 컴포넌트가 드라이버, 실행자, 배포자라는 세 부분
으로 구성되는 방식을 다뤘습니다. 이 절에서는 좀 더 심층적으로 자신의 컴포넌트를 구축하는
방법을 알아봅니다. 먼저 컴포넌트를 처음부터 작성하는 방법을 살펴본 후 기존 컴포넌트를 재
사용하고 여러분의 용례에 맞게 사용자 지정하는 방법을 설명합니다. 일반적으로 구성 요소를
처음부터 작성하는 것보다 기존 구성 요소의 피처를 변경하는 편이 쉽습니다.
[그림
10
-
6
]과 같이 구현을 시연하기 위해 파이프라인에서
JPEG
이미지와 해당 레이블을 수
집하는 사용자 지정 컴포넌트를 개발하겠습니다. 제공된 폴더의 모든 이미지를 로드하고 파일 ...
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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.