September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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135
CHAPTER 03
기술 인터뷰: 머신러닝 알고리즘
NLP
에 관한 학습 자료
이 책에서 요약한 내용 외에
NLP
기술에 대한 지식을 더 보강하고 싶다면 다음 자료를 추천합니다.
●
『 만들면서 배우는 생성
AI
』(한빛미디어,
2023
)
●
『트랜스포머를 활용한 자연어처리』 (한빛미디어,
2022
)
●
대규모 언어 모델을 위한 실무 가이드 (
GitHub
)(
https
://
oreil
.
ly
/
SeYwE
)
●
『
Practical
Natural
Language
Processing
:
A
Comprehensive
Guide
to
Building
Real
-
World
NLP
Systems
』(
https
://
oreil
.
ly
/
bp
_
6b
)
NLP
기본 개념 요약
NLP
의 핵심 구성 요소를 살펴봅시다. 우선, 종종 텍스트 코퍼스
corpus
27
라고 불리는 데이터 세
트가 있습니다. 텍스트 코퍼스는 뉴스, 온라인 포럼과 같은 다양한 종류의 의미 있는 다양한
텍스트로 구성될 수 있습니다. 이 데이터 세트는 다른 머신러닝 작업과 마찬가지로 전처리
를 거쳐야 합니다. 인터뷰에서 자주 언급되는 전처리 기술로는 토큰화,
Bag
of
Words
또는
TF
-
IDF
(단어 빈도-역 문서 빈도
term
frequency
-
inverse
document
frequency
)가 있습니다.
토큰화
Tokenization ...
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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.