September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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42
머신러닝 인터뷰 실무 가이드
세 가지 축의 최소 요구 사항 충족시키기
세 가지 역량 모두를 향상시키는 것은 매우 어려운 일이지만, 신입의 경우에는 [그림
1
-
7
]처
럼 각 축에 대해 최소한의 기준 (예를 들어
3
/
10
정도만)만을 요구받습니다. 가령 어떤 채용
후보자가 프로그래밍을 접해본 경험이 있다면, 숙련자나 경력자가 아니긴 하지만 교육을 시
키면 역량 향상이 가능합니다. 이상적으로는, 다른 채용 후보자와 차별화를 하기 위해서는
특정한 머신러닝 직무에 가장 관련이 깊은 축 중에 적어도 하나 이상에서는 (예를 들어 프로
그래밍에서
5
/
10
정도 ) 더 뛰어나야 합니다.
머신러닝
알고리즘과
데이터
직관 역량
프로그래밍 및
소프트웨어
엔지니어링 역량
업무추진 및
의사소통 역량
머신러닝 직무의 세 가지 역량 축
숙련도
최소 요구 역량
그림
1-7
머신러닝 직무를 위한 최소 요구 역량(예시)
직급이 높아질수록 근본적인 최소 요구 사항은 더 높아지지만, 비슷한 경험칙이 적용됩니다.
바로 최소 요구 역량을 충족시키는 것이죠. 그다음에는 지원한 직무에 따라 어떤 역량에 강
점이 있는지를 다른 후보자들과 비교를 당하게 됩니다. 머신러닝 모델을 학습시키는 업무를
하지만 배포하지 않는 데이터 사이언티스트는 자신의 프로그래밍 역량을 머신러닝 이론이나
의사소통 역량 수준만큼 끌어올릴 ...
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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.