December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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65
3
장
머신러닝 라이브러리 및 프레임워크
머신러닝 라이브러리 및 프레임워크
3
CHAPTER
이 장에서는 머신러닝(
ML
) 모델 개발을 간소화하는 프레임워크
1
를 소개합니다. 일반적으로
ML
파이프라인을 구축하고 학습시키려면 수학, 통계,
ML
의 기본 원리를 이해해야 하지만, 간
소화 프레임워크는 특징과 알고리즘의 선택, 코드 작성, 파이프라인 개발, 성능 튜닝, 모델 배
포 등에 투입되는 시간과 노력이 많이 드는 작업을 자동화하여 쉽게
ML
을 활용할 수 있게 합
니다.
3.1
노코드
AutoML
여러분은 공익 회사의 비즈니스 분석가입니다. 그리고 전기 에너지 소비가 큰 지역 사회를 대
상으로 마케팅 및 홍보 프로그램을 개발하는 회사를 돕는 프로젝트를 수행해야 합니다. 이때
데이터는 쉼표로 구분된 값 형식을 따르는
CSV
파일로 제공됩니다.
ML
을 다뤄보지 않았고 프로그래밍도 할 줄 모르지만,
ML
을 조직에 적용하는 방법에 관심이
있는 여러분에게 팀장이 이 프로젝트를 맡겼습니다. 코딩 경험은 없지만, 몇 가지를 조사해서
다음과 같은 사실을 알아냈습니다.
1
https://oreil.ly/IJbCu
66
로우코드 AI
•
노코드
ML
프레임워크
는 코딩에 익숙하지 않은 사람도 사용할 수 있습니다. 코드를 전혀 작성하지 않고도
그래픽 사용자 인터페이스(
GUI
)로
ML
모델을 ...
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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.