September 2023
Beginner to intermediate
1044 pages
27h 52m
Korean
Content preview from 핸즈온 머신러닝(3판)
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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.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.
750
2
부
신경망과 딥러닝
텐서플로 데이터셋과 유사하지만 마스킹과 같은 일반적인 전처리 작업을 즉석에서 수행할 수
있는 도구도 제공합니다. 전체 데이터셋 목록은
https
://
huggingface
.
co
/
datasets
에서 확인
할 수 있습니다.
지금까지 허깅 페이스 생태계에 있는 도구를 알아보았습니다.
https
://
huggingface
.
co
/
docs
에 있는 문서를 참고하면 더 자세한 내용을 알 수 있습니다. 여기에는 튜토리얼 노트북
59
, 동영
상, 전체
API
등이 포함되어 있습니다. 또한 『트랜스포머를 활용한 자연어 처리』(한빛미디어,
2022
)를 읽어보길 추천합니다. 이 책은 허깅 페이스 팀의 루이스 턴스톨
Lewis
Tunstall
, 레안드로
폰 베라
Leandro
von
Werra
, 토마스 울프
Thomas
Wolf
가 썼습니다.
다음 장에서는 오토인코더를 사용하여 비지도 방식으로 심층 표현을 학습하는 방법과 생성적
적대 네트워크를 사용하여 이미지를 생성하는 방법 등을 설명하겠습니다.
연습문제
①
상태가 없는
RNN
대비 상태가 있는
RNN
의 장단점은 무엇인가요?
②
왜 자동 번역에 시퀀스-투-시퀀스
RNN
대신 인코더-디코더
RNN
을 사용하나요?
③
가변 길이 입력 시퀀스를 어떻게 다룰 수 있나요? 가변 길이 출력 시퀀스는 어떤가요?
④
빔 서치가 무엇인가요? ...
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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.