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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125
2
장
머신러닝 프로젝트 처음부터 끝까지
2.10
연습문제
이 장에서 소개한 주택 가격 데이터셋을 사용해 문제를 푸세요.
1
.
서포트 벡터 머신 회귀 (
sklearn
.
svm
.
SVR
)를
kernel
=
"
linear
"
(하이퍼파라미터
C
를 바
꿔가며 )나
kernel
=
"
rbf
"
(하이퍼파라미터
C
와
gamma
를 바꿔가며 ) 등의 다양한 하이퍼파
라미터 설정으로 시도해보세요. 지금은 이 하이퍼파라미터가 무엇을 의미하는지 너무 신경
쓰지 마세요. 최상의
SVR
모델은 무엇인가요?
2
.
GridSearchCV
를
RandomizedSearchCV
로 바꿔보세요.
3
.
가장 중요한 특성을 선택하는 변환기를 준비 파이프라인에 추가해보세요.
4
.
전체 데이터 준비 과정과 최종 예측을 하나의 파이프라인으로 만들어보세요.
5
.
GridSearchCV
를 사용해 준비 단계의 옵션을 자동으로 탐색해보세요.
연습문제의 정답은
https
://
github
.
com
/
rickiepark
/
handson
-
ml2
에 있는 주피터 노트북에서
확인할 수 있습니다.
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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.