December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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318
로우코드 AI
그림
9-3
dog
,
puppy
,
cat
,
kitten
의
2
차원 단어 임베딩 예시
또한
dog
와
puppy
쌍,
cat
과
kitten
쌍의 거리와 방향이 매우 유사하다는 점이 중요합니다.
단어 임베딩을 사용하면 모든 동물과 새끼(예:
sheep
과
lamb
)의 관계가 비슷하다는 예상을 할
수 있습니다.
단어 임베딩은 그 자체로 모델이며 특정 문제의 맥락에 따라 학습되는 경우가 많습니다. 일반
적으로 단어와 문장 조각을 숫자 입력으로 변환하는 다양한 전처리 모델과 도구가 존재합니다.
트랜스포머 구조에 기반한 양방향 인코더
Bidirectional
Encoder
Representations
from
Transformers
(
BERT
)의 전
처리는 텍스트 입력을 모델에 입력할 숫자 입력으로 변환하는 데 널리 사용하는 방법입니다.
텍스트 작업을 자세히 알아볼 수 있는 몇 가지 유용한 자료를 소개합니다.
•
케라스/텐서플로의 단어 임베딩(
https://oreil.ly/WQesS
)
•
텐서플로에서
BERT
로 데이터 전처리하기(
https://oreil.ly/Sqn-7
)
•
사이킷런에서 텍스트 데이터로 작업하기(
https://scikit-learn.org/1.4/tutorial/text_analytics/
working_with_text_data.html ...
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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.