August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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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.
665
19
밑바닥부터 만드는 Learner 클래스
이번 장은 지금까지와는 약간 다릅니다. 앞 장들보다 설명은 훨씬 적게 하고 코드는 훨씬 더 많
이 넣었죠. 새로운 파이썬 키워드와 라이브러리를 사용하지만, 별도의 설명을 제공하지는 않습
니다. 여러분이 직접 실행하고 탐구하는 기회를 제공하여 향후 여러분의 연구 프로젝트의 초석
이 될 것입니다. 이번에는
17
장에서 개발한 내용에만 의지해서
fastai
와 파이토치의 여러 중요
한
API
를 밑바닥부터 구현하겠습니다! 이 장의 핵심 목표는 지금껏 본 주요 기법을 여러분이
직접 만든
Learner
클래스와 콜백에 탑재하고, 이미지네트 데이터셋에서 잘 학습되는 모델을
만드는 것입니다. 또한 그 과정에서
Module
,
Parameter
, 병렬
DataLoader
도 직접 구현해보
며 파이토치의 클래스의 내부적인 작동 개념을 파악해보죠.
매 장의 마지막에 제공한 질문지는 이번 장에서 특히 중요합니다. 앞으로 나아갈 여러 가지 흥
미로운 방향을 제시하기 때문이죠. 컴퓨터로 직접 따라가면서 실험을 많이 해보고 웹 검색을
해서 무슨 일이 일어나는지 자발적으로 이해해보길 바랍니다. 이미 책 전반에 걸쳐 이를 위한
기술과 전문성을 키웠으니 잘 헤쳐나갈 수 있을 것입니다!
우선 수작업으로 데이터를 모으는 작업부터 시작합니다.
...
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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.