December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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90
로우코드 AI
일반적으로 이러한 요청은 데이터 과학자나 데이터 분석가에게 전달됩니다. 하지만 이번에는
코딩 경험이 전혀 없는 마케팅 팀장에게 전달되었습니다. 팀장은 처음으로
AutoML
을 사용해
판매 예측 모델을 구축해 보고 싶다는 의사를 여러분에게 전달했습니다. 목표는 각 미디어 채
널에서 지출된 금액을 기반으로 판매량을 예측하는
ML
모델을 만드는 것입니다.
다음과 같은 비즈니스에 관련된 질문을 떠올릴 수 있습니다.
•
모델이 각 미디어 채널에서 지출한 금액에 기반해 판매량을 예측할 수 있을까요?
•
광고 예산과 매출 사이에는 어떤 관계가 있을까요?
•
어떤 미디어 채널이 매출에 가장 크게 기여할까요?
•
정해진 예산에 기반해 향후 매출을 예측하는 데 모델을 활용할 수 있을까요?
•
모델이 미래 매출을 얼마나 정확하게 예측할까요?
이 장에서 다루는 사용 사례는 앞의 다섯 가지 질문의 답을 구하는 데 사용할 수 있는 다섯 개
의 변수만을 다루는 간단한 회귀 문제입니다.
4.1.1
프로젝트 워크플로
3
장에서 소개한
AutoML
노코드를 활용한 일반적인 워크플로는 [그림
4
-
1
]처럼 표현할 수 있
으며, 우리가 풀려는 사용 사례에도 적합합니다.
그림
4-1
비즈니스 사용 사례의
AutoML
워크플로
AutoML
워크플로
비즈니스 사례
:
매출량 예측하기
데이터 ...
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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.