July 2023
Beginner to intermediate
496 pages
11h 43m
Korean
Content preview from MLOps 실전 가이드
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444
MLOps 실전 가이드
CLI
를 활용한 머신러닝 프로젝트를 진행하고자 할 때, 다음 자료들은 유용할 것이다.
DevMLDevML
DevML
9
은 깃허브를 분석하고 머신러닝 현업자가 자신의 노하우가 담긴 예측을 만들 수 있
게 해주는 프로젝트다. 이 예측의 능률을 높이기 위해 스트림잇
streamlit
10
에 연결하거나 아마
존 퀵사이트의 클러스터링 리포트에 연결하면 된다.
파이썬 파이썬
MLOpsMLOps
CookbookCookbook
파이썬
MLOps
Cookbook
깃허브 레포지토리
11
에는 간단한 머신러닝 모델이 포함되어
있으며 이 부분은
7
장에서 자세히 다루었었다.
SpotSpot
PricePrice
MachineMachine
LearningLearning
또 다른
CLI
를 활용한 머신러닝 프로젝트 예제로는
Spot
Price
Machine
Learning
Clustering
가 있다. 해당 프로젝트는 깃허브 레포지토리
12
에서 확인할 수 있으며,
AWS
Spot
인스턴스의 속성인 메모리,
CPU
, 가격 등을 확인할 수 있다.
11.6
마치며 마치며
이 장에서는 명령줄 도구를 초기 단계부터 만드는 방법과 프레임워크를 통해 도구를 생성하고
자동화하는 방법을 살펴보았다. 예시가 개략적이더라도 세부 사항과 작동 방법을 이해하는 것
은 중요하다. 일반적으로 모두가 ...
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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.