September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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.
134
머신러닝 인터뷰 실무 가이드
인터뷰어의 관점
또 다른 팁 한 가지는 앞서 언급한 것처럼 (인터뷰어의 후속 질문에 더 쉽게 대답할 수 있도록) 과거 프로젝
트에서 사용했던 기술이나 고용주의 업계와 관련이 있어 보이는 시나리오와 연결시키는 것입니다.
3
.
4
자연어 처리(
NLP
) 알고리즘
NLP
Natural
Language
Processing
는 최근 몇 년 동안 큰 주목을 받았습니다.
OpenAI
의
ChatGPT
와
같은 주목할 만한 사례가 있죠.
NLP
알고리즘 인터뷰에는 트랜스포머의 기본 기술을 바탕으
로 한 문제가 많으며, 이후
BERT
와
GPT
모델 계열 또한 마찬가지이므로, 이 절에서는 이러
한 개념들을 다루겠습니다.
NLP
는 챗봇과 감성 분석 (예: 레딧이나 트위터 게시물을 기반으로 제품이나 회사에 대한 일
반적인 태도가 긍정적인지 부정적인지를 파악하는 경우)에 자주 적용됩니다. 또한, 텍스트
기반 콘텐츠 생성에도 사용됩니다.
NLP
를 연구하는 회사나 팀과 인터뷰를 하게 된다면, 이
러한 개념에 대한 깊은 이해를 보여줄 것을 요구받게 될 것입니다. 특정한
NLP
팀을 위한 인
터뷰가 아니더라도,
NLP
애플리케이션에 대한 일반적인 이해를 가지고 있으면 더 다재다
능한 후보자이자 머신러닝 전문가가 될 수 있습니다. 더 이상
NLP
기술은 텍스트 콘텐츠 ...
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.