August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
245
Chapter 6 -
특이값 분해: 이미지 처리, 자연어 처리, 소셜 미디어
123
https://oreil.ly/5eYKY
124
https://oreil.ly/Yev1c
125
https://oreil.ly/HZPbd
스키
Eckart
-
Young
-
Mirsky
정리
123
는 프로베니우스 노름
Frobenius
norm
124
을 사용해 행렬에 대한 근사의
근접도를 측정해봄으로써 이 방법이 행렬
A
의 저차원 근사를 찾는 가장 좋은 방법이라고 주장
한다. 잠시 후에는 디지털 이미지 압축을 위해 행렬
A
를 랭크
1
인 행렬로 분해하는 것을 활용
해볼 것이다.
NOTE
행렬 곱셈을 위한 알고리즘
행렬 곱셈을 위한 효율적인 알고리즘을 개발하는 것은 매우 중요하지만 매우 어려운 목표다. 행렬 곱셈에
서는 한 번의 곱셈 연산을 절약하기만 해도 매우 가치가 있다(덧셈 연산을 절약하는 것은 그다지 중요하
지 않다). 최근 딥마인드
Deep
Mind
는 행렬 곱셈에서 더 효율적인 알고리즘을 자동으로 발견하는 알파텐서
AlphaTensor
125
(
2022
)를 개발했다. 행렬 곱셈은 신경망, 컴퓨터 그래픽, 과학 컴퓨팅을 포함한 광범위한 기술의
밑바탕이 되기 때문에 이는 획기적인 사건이다.
6.5
큰 크림
지금까지 공간에 대한 행렬
A
의 작용이라는 관점과 랭크가 작은 행렬을 사용해 ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.