May 2022
Beginner to intermediate
448 pages
13h 7m
Korean
book
밑바닥부터 시작하는 데이터 과학 데이터 분석을 위한 파이썬 프로그래밍과 수학·통계 기초
by Joel Grus, Hangyeol Kim, Seongju Ha, Eunjung Park
Content preview from 밑바닥부터 시작하는 데이터 과학 데이터 분석을 위한 파이썬 프로그래밍과 수학·통계 기초
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.
from Scratch
337
Equite
,
Vivest
와 같이 아주 기발한 이름을 생성하기도 하고,
SFitreasy
,
Sint
ocanelp
,
GliyOx
,
Doorboronelhav
와 같이 단어 같기도 하면서 약간 이상한 이
름을 생성하기도 한다.
불행히도 대부분의 문자 단위
RNN
처럼 이 결과물들은 그다지 흥미롭지는 않
고, 브랜딩 부사장은 결국 아무것도 쓰지 못하게 되었다.
숨겨진 상태의 차원을
64
로 올리면 학습 데이터에 있는 이름들을 그대로 얻게
될 가능성이 커지고, 반대로
8
로 떨어뜨리면 이상한 이름들만 잔뜩 나오게 된다.
이 여러 모델에 대한 사전과 최종 가중치는 이 책의 깃허브
4
에 올려놨으니,
load_
weights
와
load_vocab
로 직접 사용해 볼 수 있다.
앞서 언급한 바와 같이, 이 장의 깃허브 코드에는
LSTM
에 대한 구현체도 있으
니,
SimpleRnn
을 대체해서 회사명을 생성해봐도 좋을 것이다.
21.9
더 공부해 보고 싶다면
·
NLTK
5
는 인기가 많은 파이썬
NLP
툴킷이다. 심지어 온라인으로 읽을 수 있
는 책
6
도 있다.
·
gensim
7
은 토픽 모델링을 할 수 있는 파이썬 라이브러리다. 밑바닥부터 구현
한 우리의 모델보다 훨씬 낫다.
·
spaCy
8
는 ‘상용 수준의 파이썬
NLP
’ 툴킷이며 역시 매우 ...
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.