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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실전 딥러닝
그리고 여러 악성 소프트웨어에서 생성된 ‘이미지’를 [그림
1
-
18
]과 같이 보여줬죠.
그림
1-18
악성 소프트웨어의 예
보다시피 서로 다른 유형의 악성 소프트웨어는 사람의 눈에 매우 다르게 보입니다. 이렇게 표
현한 이미지로 학습된 모델은 지금까지 학계에서 본 어떤 접근법보다 더 정확히 악성 소프트웨
어를 분류했습니다. 이 사례는 데이터셋을 이미지로 변환하는 경험적 법칙의 좋은 예를 제시합
니다. 즉 맨눈으로 이미지 범주를 파악할 수 있다면, 딥러닝 모델도 같은 일을 해낼 수 있다는
의미죠.
약간 창의적으로 데이터를 표현할 수 있다면, 딥러닝의 일반적인 접근법 몇 가지만으로도 많은
일을 할 수 있습니다! 여기서 설명한 접근법을 ‘임시방편적 해결법
hacky
workarounds
’ 정도로 생각
하지 마세요. 이전에 가장 좋았던 연구 결과를 능가할 때가 많기 때문이죠. 그 대신 문제 영역
을 대하는 올바른 방법으로 받아들여야 합니다.
1.6.10
지금까지 다룬 정보를 요약해보겠습니다. 용어 목록은 [표
1
-
3
]과 같이 간단히 정리할 수 있습
니다.
75
1
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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.