May 2018
Beginner to intermediate
672 pages
16h 54m
Korean
Content preview from 핸즈온 머신러닝: 사이킷런과 텐서플로를 활용한 머신러닝, 딥러닝 실무
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68
1
부
머신러닝
2.1
실제 데이터로 작업하기
머신러닝을 배울 때는 인공적으로 만들어진 데이터셋이 아닌 실제 데이터로 실험해보는 것이
가장 좋습니다. 다행히 여러 분야에 걸쳐 공개된 데이터셋이 아주 많습니다. 다음은 데이터를
구하기 좋은 곳입니다.
●
유명한 공개 데이터 저장소
-
UC
얼바인
Irvine
머신러닝 저장소(
http
://
archive
.
ics
.
uci
.
edu
/
ml
/)
- 캐글
Kaggle
데이터셋(
http
://
www
.
kaggle
.
com
/
datasets
)
- 아마존
AWS
데이터셋(
http
://
aws
.
amazon
.
com
/
ko
/
datasets
)
●
메타 포털 (공개 데이터 저장소가 나열되어 있습니다 )
-
http
://
dataportals
.
org
/
-
http
://
opendatamonitor
.
eu
/
-
http
://
quandl
.
com
●
인기 있는 공개 데이터 저장소가 나열되어 있는 다른 페이지
- 위키백과 머신러닝 데이터셋 목록 (
https
://
goo
.
gl
/
SJHN2k
)
-
Quora
.
com
질문(
http
://
goo
.
gl
/
zDR78y
)
- 데이터셋 서브레딧
subreddit
(
http
://
www
.
reddit
.
com
/
r
/
datasets
)
이 장에서는
StatLib
저장소
2
에 있는 캘리포니아 주택 가격
California
Housing
Prices
데이터셋을 ...
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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.