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.
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fastai 애플리케이션 계층 이해하기
11.6
fastai
축하합니다! 딥러닝을 사용하고 모델을 학습시키는 실용적인 내용을 모두 알아봤습니다. 이제
는
fastai
에 내장된 애플리케이션의 사용 방법과 데이터블록
API
및 손실 함수로 이들을 사용
자 정의하는 방법을 터득했습니다. 또한 밑바닥부터 신경망을 만들고 학습시키는 방법도 익혔
습니다! (그리고 여러분이 만든 결과물이 사회에 긍정적인 영향을 미치려면 어떤 질문을 고민
해봐야 하는지도 알겠죠. )
여러분이 습득한 지식만으로도 완전히 작동하는 여러 종류의 신경망 애플리케이션을 만드는
데 충분합니다. 하지만 딥러닝 모델의 가능성과 한계, 그리고 이를 극복하는 시스템을 설계하
는 방법을 이해했다는 점이 더 중요하죠.
나머지 부분에서는 지금까지 배운 애플리케이션을 세부적으로 쪼개어 내부 구조를 이해해봅니
다. 이는 딥러닝 실무자에게 매우 중요한 내용입니다. 모델 내부를 살펴보고 디버깅하며 특정
상황에 특화된 새로운 종류의 애플리케이션을 만드는 데 도움이 되기 때문입니다.
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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.