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‣ MLOps KaizenML

한글

카이젠ML

출처

terminology

생각/질문

+0/0 (terminology) - ‣ KaizenML

영구노트 생각의 수

프로젝트노트 생각의 수

관련 질문의 수

terminology

추상적인(전문적인) 용어임. 

키워드가 가까운 시일 내 검색될 것 같지 않음.

알아두고 싶은 단어이지만 영구노트 생성은 과분함.

정의

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‣ MLOps

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‣ Feedback Loop

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‣ Data Flywheel

이 단어를 발견한 곳

1.

chapter5, Kaizen is a Japanese term for continuous improve‐ ment. In post–World War II, Japan builds its automobile industry around this con‐ cept. Essentially, if you find something broken or unoptimized, you fix it. Likewise, with KaizenML, every aspect of machine learning, from feature engineering to AutoML, is improved. 

2.

chapter5, It is essential to point out that Automated Modeling, i.e., AutoML, is not the only component of KaizenML or continuous improve‐ ment. In the oft-cited paper “Hidden Technical Debt in Machine Learning Systems” the authors mention that modeling is a trivial amount of the work in a real-world ML system.