April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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178
그림으로 배우는 생성형 AI
3.4 데이터 분석 및 통찰
오늘날 데이터 주도 비즈니스 환경에서 기업들은 전
례 없는 양의 정보와 씨름하고 있습니다
.
전 세계 데
이터스피어
datasphere
는 그 규모가
2018
년
33
제타바이
트에서
2025
년
175
제타바이트로 증가할 것으로 예상
되는데요
(
https://oreil.ly/0VdwF
).
이는 연평균 성
장률
(
CAGR
)
61
%
에 달하는 엄청난 수치입니다
.
데
이터 양의 이러한 기하급수적인 증가는 실행 가능한
통찰을 도출하려는 조직에 기회와 도전 과제를 동시
에 안겨줍니다
.
예전에는 이 데이터에서 가치를 추
출하는 것이 전문 기술을 가진 사람들만 할 수 있는
,
복잡하고 시간이 오래 걸리는 과정이었습니다
.
하지
만 생성형
AI
가 등장하면서 지형이 크게 바뀌었는데
요
.
이제는 데이터 접근과 분석이 조직 전체로 대중화
democratization
되었습니다
.
3.4.1 데이터 분석의 현주소
현재의 데이터 분석
data
analytics
환경은 몇 가지 고질적
인 난제를 가지고 있습니다
.
데이터 사일로
부서별로 파편화된 데이터 때문에 운영 전반을 포
괄적으로 파악하는 데 어려움을 겪는 조직이 많습
니다
.
연구에 따르면 기업의
68
%
가 데이터 사일로
로 인해 데이터 기반 의사결정에 방해받고 있다고
보고했습니다
(
https://oreil.ly/kiJR0 ...
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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.