June 2018
Beginner to intermediate
304 pages
7h 38m
Korean
Content preview from 우아한 사이파이: 수학, 과학, 엔지니어링을 위한 파이썬 데이터 분석 라이브러리 SciPy
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16
우아한 사이파이
0.2
사이파이 생태계
사이파이는 수학, 과학, 엔지니어링을 위한 파이썬 기반의 오픈소스 생태계다.
-
http
://
www
.
scipy
.
org
사이파이 생태계는 느슨하게 정의된 파이썬 패키지의 모음이다. 이 책에서는 다음과 같은 주요
패키지를 다룬다.
●
사이파이
5
: 신호의 처리, 통합 및 최적화, 그리고 통계와 같은 분야에 사용되는 효율적인 수치 알고리즘의 모
음이다. 사용자 친화적인 인터페이스를 제공한다.
●
넘파이
6
: 파이썬에서 기초 과학을 다루는 넘파이는 효율적인 수치 배열과 선형대수, 난수 및 푸리에 변환을 포
함한 광범위한 수치 계산을 제공한다. 넘파이의 가장 강력한 기능은
N
차원 배열 (
ndarray
)이다. 이러한 자료 구
조는 숫자를 효율적으로 저장하고, 다차원의 그리드 (
grid
)를 정의한다 (자세한 내용은
1
.
2
절에서 설명한다 ).
●
맷플롯립 (
Matplotlib
)
7
:
2
차원 및 기본적인
3
차원 그래프를 그리는 강력한 패키지다. 매틀랩(
Matlab
)에
서 영감을 얻어서 이와 같은 이름을 사용한다.
●
아이파이썬 (
IPython
)
8
: 데이터와 테스트 로직을 적용하여 그 결과를 쉽고 빠르게 얻을 수 있는 파이썬의
대화식 인터프리터 인터페이스다.
●
주피터 노트북 (
Jupyter
notebook
)
9
: 브라우저에서 ...
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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.