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
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.
597
15
장
RNN과 CNN을 사용해 시퀀스 처리하기
야구 방망이로 공을 칩니다. 외야수는 즉시 공의 궤적을 예측하면서 달리기 시작합니다. 공에
서 눈을 떼지 않고 몸을 움직여 마침내 공을 잡습니다. 큰 박수가 터집니다. 친구의 말을 대신
마무리하든 아침에 커피 향을 예상하든, 미래를 예측하는 것은 우리가 늘 하는 일입니다. 이 장
에서는 미래를 예측할 수 있는 (물론 어느 정도만 ) 네트워크인 순환 신경망
recurrent
neural
networks
(
RNN
)을 알아봅니다. 이 신경망은 시계열
time
series
데이터를 분석해서 주식가격 같은 것을 예
측해 언제 사고팔지 알려줄 수 있습니다. 자율주행 시스템에서는 차의 이동 경로를 예측하고
사고를 피하도록 도울 수 있습니다. 일반적으로 이 신경망은 지금까지 봤던 모든 네트워크처럼
고정 길이 입력이 아닌 임의 길이를 가진 시퀀스
sequence
를 다룰 수 있습니다. 예를 들어, 문장,
문서, 오디오 샘플을 입력으로 받을 수 있고, 자동 번역, 스피치 투 텍스트
speech
to
text
같은 자연
어 처리
natural
language
processing
(
NLP
)에 매우 유용합니다.
이 장에서는
RNN
이면에 있는 기본적인 개념을 먼저 살펴보고 시간을 거슬러 역전파하여 네
트워크를 훈련하는 방법을 알아봅니다. ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.