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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668
2
부
신경망과 딥러닝
이 글을 쓰는 시점에는 아직 텐서플로
2
에
Transformer
클래스나
MultiHeadAttention
클
래스가 없습니다. 하지만 언어 이해를 위한 트랜스퍼 모델을 구축하는 텐서플로 튜토리얼
(
https
://
homl
.
info
/
transformertuto
)을 참고할 수 있습니다. 또한
TF
허브 팀은 트랜스포
머 기반 모델 몇 개를 텐서플로
2
로 이식하고 있으므로 곧 사용할 수 있을 것입니다. 그동안에
는 트랜스포머 모델을 구현하는 것이 아주 어렵지 않다는 것을 알았으면 좋겠습니다. 직접 만
들어보면 공부하는 데 큰 도움이 될 것입니다!
16.5
언어 모델 분야의 최근 혁신
2018
년은 ‘
NLP
를 위한 이미지넷 시대’라고 부를 정도로 놀라운 속도로 발전되었습니다. 갈수
록 큰
LSTM
과 트랜스포머 기반의 모델이 엄청난 데이터셋에서 훈련되었습니다.
2018
년에 출
판된 다음 논문들을 확인해보길 추천합니다.
•
매슈 피터스
Matthew
Peters
의
ELMo
논문
36
은 언어 모델 기반의 임베딩
embeddings
from
language
model
(
ELMo
)
을 소개했습니다. 심층 양방향 언어 모델의 내부 상태에서 학습된 문맥이 반영된 단어 임베딩입니다. 예
를 들어 단어
queen
은 ‘
Queen
of
the
United
Kingdom
’과 ‘ ...
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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.