January 2017
Beginner to intermediate
312 pages
7h 3m
Korean
Content preview from 밑바닥부터 시작하는 딥러닝
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261
8
장
-
딥러닝
딥러닝
딥러닝은 층을 깊게 한 심층 신경망입니다. 심층 신경망은 지금까지 설명한 신경망을 바탕으로
뒷단에 층을 추가하기만 하면 만들 수 있지만, 커다란 문제가 몇 개 있습니다. 이번 장에서는
딥러닝의 특징과 과제, 그리고 가능성을 살펴봅니다. 또 오늘날의 딥러닝에 대한 설명도 준비
했습니다.
8.1
더 깊게
신경망에 관해 그동안 많은 것을 배웠습니다. 신경망을 구성하는 다양한 계층과 학습에 효과적
인 기술, 영상 분야에 특히 유효한
CNN
과 매개변수 최적화 기법 등이 떠오를 겁니다. 이들 모
두가 딥러닝에서 중요한 기술입니다. 이번 절에서는 그동안 배운 기술을 집약하고 심층 신경망
을 만들어
MNIST
데이터셋의 손글씨 숫자 인식에 도전하려 합니다.
8.1.1
더 깊은 신경망으로
거두절미하고, 이번 절에서는 [그림
8
-
1
]과 같이 구성된
CNN
을 만들고자 합니다(이 신경망
은 다음 절에서 설명하는
VGG
신경망을 참고하였습니다).
CHAPTER
8
262
밑바닥부터 시작하는 딥러닝
그림
8-1
손글씨 숫자를 인식하는 심층
CNN
척 보아도 지금까지 구현한 신경망보다 층이 ...
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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.