May 2020
Beginner to intermediate
952 pages
24h 11m
Korean
Content preview from 핸즈온 머신러닝(2판): 사이킷런, 케라스, 텐서플로 2를 활용한 머신러닝, 딥러닝 완벽 실무
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69
2
장
머신러닝 프로젝트 처음부터 끝까지
경도
인구
중간 주택 가격
위도
그림
2-1
캘리포니아 주택 가격
2.2
큰 그림 보기
머신러닝 주택 회사에 오신 것을 환영합니다! 맨 처음 할 일은 캘리포니아 인구조사 데이터를
사용해 캘리포니아의 주택 가격 모델을 만드는 것입니다. 이 데이터는 캘리포니아의 블록 그룹
block
group
마다 인구
population
, 중간 소득
median
income
, 중간 주택 가격
median
housing
price
등을 담고 있
습니다. 블록 그룹은 미국 인구조사국에서 샘플 데이터를 발표하는 데 사용하는 최소한의 지리
적 단위입니다 (하나의 블록 그룹은 보통
600
~
3
,
000
명의 인구를 나타냅니다 ). 여기서는 간단
하게 구역이라고 부르겠습니다.
이 데이터로 모델을 학습시켜서 다른 측정 데이터가 주어졌을 때 구역의 중간 주택 가격을 예
측해야 합니다.
70
1
부
머신러닝
TIP
잘 훈련된 데이터 과학자로서 여러분이 첫 번째로 할 일은 머신러닝 프로젝트 체크리스트를 준비하는 것입니
다. 부록
B
에 준비한 것을 사용해도 됩니다. 대부분의 머신러닝 프로젝트에 잘 들어맞지만 ...
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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.