May 2020
Beginner to intermediate
952 pages
24h 11m
Korean
Content preview from 핸즈온 머신러닝(2판): 사이킷런, 케라스, 텐서플로 2를 활용한 머신러닝, 딥러닝 완벽 실무
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7
머신러닝 쓰나미
2006
년 제프리 힌턴
Geoffrey
Hinton
등은 최고 수준의 정확도(
>
98
%)로 손글씨 숫자를 인식할 수
있는 심층 신경망 훈련 기법에 관한 논문
1
을 발표했습니다. 이 기법을 딥러닝
deep
learning
이라고
불렀습니다. 심층 신경망은 인공 뉴런을 층층이 쌓아 만든 것으로 대뇌 피질을 (매우 ) 단순화한
모델입니다. 그때까지는 심층 신경망을 훈련시키는 것이 불가능하다고 생각했고
2
대부분의 연
구자는
1990
년대부터 심층 신경망을 연구하지 않았습니다. 이 논문은 과학계의 관심을 다시 불
러일으켰고 오래지 않아 많은 논문이 딥러닝이 가능하다는 사실뿐만 아니라 (높은 컴퓨팅 성능
과 많은 양의 데이터에 힘입어 ) 다른 머신러닝 기법과 비교할 수 없는 엄청난 성능을 낸다는
것을 보여주었습니다. 이런 열기는 다른 머신러닝 분야에도 곧바로 확산되었습니다.
10
여 년이 지난 후 머신러닝
machine
learning
은 산업계를 정복했습니다. 오늘날 첨단 기술의 상품,
웹 검색 결과의 순위, 스마트폰 음성 인식, 비디오 추천, 바둑 세계 챔피언과의 대결 등 마술 같
은 일들의 중심에 서 있습니다. 머지않아 여러분의 차는 머신러닝이 운전할 것입니다.
나만의 머신러닝 프로젝트
따라서 머신러닝에 흥미를 갖고 이를 배우고 싶어 하는 것은 당연합니다 !
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and much more.
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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.