March 2026
Intermediate
504 pages
11h 26m
Korean
Content preview from 파이토치로 배우는 LLM & AI
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124
1
부
모델 구축
컴퓨터 비전 데이터셋이므로
torchvision
라이브러리에 포함되어 있는 것이 적절해 보입니다.
파이토치는 다양한 종류의 데이터셋을 제공하며 이들 역시 동일한 방식으로 로드할 수 있습니
다. 데이터셋 종류는 다음과 같습니다.
비전
패션
MNIST
는 앞서 언급한
torchvision
라이브러리에 있습니다. ‘이미지 분류’를 위한 내장 데이터셋 중
하나이지만 이미지 감지
image
detection
, 분할
segmentation
, 광학 흐름
optical
flow
, 스테레오 매칭
stereo
matching
, 이미지 페
어링
image
pairing
, 이미지 캡셔닝
image
captioning
, 비디오 분류, 비디오 예측 등과 같은 작업을 위한 많은 데이터셋이
있습니다.
텍스트
일반적인 텍스트 데이터셋은
torchtext
라이브러리에 있습니다. 모두 나열하기는 어렵지만 텍스트 분류, 언
어 모델링, 기계 번역, 시퀀스 태깅
sequence
tagging
, 질문 답변
Q
&
A
, 비지도 학습을 위한 데이터셋이 있습니다. 자
세한 내용은 파이토치 문서(
https://oreil.ly/aFamN
)를 참고하세요. 이 라이브러리는 데이터셋뿐만 아니
라 텍스트를 처리할 때 유용한 헬퍼 함수도 많이 제공합니다.
오디오
torchaudio
라이브러리는 사운드나 음성을 ...
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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.