August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
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338
AI
를 위한 필수 수학
202
https://oreil.ly/LHron
203
https://oreil.ly/V2UVS
충돌에서 발생하는 제트 입자의 희소 표현을 훈련하고 데이터를 생성하여 접근법을 설명한다.
이 모델은 희소
MNIST
숫자와 제트 입자 데이터를 성공적으로 생성한다. 저자는 실제 데이
터와 생성된 데이터 간의 일치 정도를 정량화하기 위해 그래프 기반 프레쳇 인셉션 거리
Fréchet
inception
distance
202
와 입자 및 제트 피처 수준의
1
-바세르슈타인 거리
Wasserstein
distance
203
라는 두 가
지 지표를 사용한다.
8.13
기타 생성 모델
지금까지 최신 생성 모델 (
2022
년 기준 )에 대해 설명했다. 하지만 나이브 베이즈, 가우스 혼합
모델, 볼츠만 머신 모델까지 다루어야
Chapter
8
이 더 완벽해질 것이다. 이 외에도 다양한 모
델이 있다. 메타의 부사장이자 유명한 인공지능 과학자인 얀 르쿤
Yann
LeCun
은 최신 생성 모델에
대한 자신의 관점을 다음과 같이 제시했다.
2000
년대 음성 인식, 컴퓨터 비전, 자연어 처리 분야의 연구자들은 불확실성을 정확하게 표현하는 데 집착
했다. 이로 인해 음성 인식에서는 히든 마르코프 모델
hidden
markov
model
, 컴퓨터 비전에서는 마르코프 랜덤 필
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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.