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
from
tfx.components
import
StatisticsGen
statistics_gen = StatisticsGen(examples=example_gen.outputs[‘examples’])
context.run(statistics_gen)
context.show(statistics_gen.outputs[‘statistics’])
WARNING
_ 매우 기본적인 구현
여기서 다룬 구현은 기본 기능만 제공할 뿐 실제 프로덕트에 적용하기에는 무리가 있다는 점을 알려드립니
다. 누락된 기능에 관한 자세한 내용은 다음 절을 참조하시기 바랍니다. 제품 준비형 구현은 다음 절에서 업데
이트된 컴포넌트 구현을 참고하세요.
구현 검토
이전 절에서는 기본 컴포넌트 구현을 살펴봤습니다. 컴포넌트가 작동하는 동안
3
장에서 논의
한 몇 가지 주요 기능 (예: 동적 분할 이름, 분할 비율)이 누락되었으며, 이런 기능은 수집 컴포
넌트에서 구현할 수 있습니다. 또한 기본 구현에는 많은 제반 기능들의 구현 코드 (예: 컴포넌
트 드라이버 설정)가 필요했습니다. 그러나 이미지 수집은 효율적이고 확장할 수 있는 방법으
로 처리해야 합니다.
TFX
컴포넌트 내부에서 아파치 빔을 사용하여 데이터를 효율적으로 수집
할 수 있습니다.
다음 절에서는 구현을 ...
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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.