June 2024
Beginner to intermediate
352 pages
9h 29m
Korean
Content preview from 개발자를 위한 필수 수학
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131
4
장
선형대수학
4
장
선형대수학
방향을 조금 바꿔서 확률과 통계에서 벗어나
선형대수학
linear
algebra
에 대해 알아봅시다. 때때로
사람들은 선형대수학을 기본 대수학와 혼동해 대수 함수
y
=
mx
+
b
를 사용해 선을 그리는 것
과 관련된다고 생각하기도 합니다. 사실 선형대수학은 훨씬 더 추상적이기 때문에 ‘벡터 대수
학’ 또는 ‘행렬 대수학’이라고 불러야 합니다. 선형계
linear
system
가 중요한 역할을 하지만 훨씬 더
형이상학적입니다.
그렇다면 선형대수학이란 정확히 무엇일까요? 선형대수학은 선형계와 관련되지만 벡터
vector
공
간과 행렬
matrix
을 통해 이를 표현합니다. 벡터나 행렬이 무엇인지 모르더라도 걱정하지 마세요!
이 장에서 벡터와 행렬을 정의하고 자세히 살펴보겠습니다. 선형대수학은 수학, 통계, 운용 과
학
operations
research
, 데이터 과학 및 머신러닝의 여러 응용 분야에 기초를 형성합니다. 이러한 분
야에서 데이터를 다룰 때 선형대수학을 사용합니다. 하지만 여러분은 아마 선형대수학이 사용
되는지도 몰랐을 것입니다.
머신러닝과 통계 라이브러리를 사용하면 한동안은 선형대수학을 배우지 않아도 됩니다. 하지
만 이러한 라이브러리 이면의 작동 방식에 대한 직관을 기르고, 데이터를 더 효율적으로 다루
려면 선형대수학의 ...
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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.