September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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43
CHAPTER 01
머신러닝 직무와 인터뷰 프로세스
뛰어난 일부 후보자들은 이 부분에서 경쟁 우위를 가집니다. 비전통적인 배경을 가진 후보
자, 독학을 했거나 소프트웨어 엔지니어 직무 또는 다른 분야에서 전환한 후보자의 경우, 능
숙하게 스토리를 전달하고 포트폴리오를 보여줄 수 있는 능력으로 다른 후보자와 자신을 차
별화할 수 있습니다.
세 가지 역량 축을 전체적으로 살펴봤으니, 여러분은 이제 이 멘탈 모델을 활용하여 자신을
돋보이게 할 수 있습니다.
1
.
6
머신러닝 역량 매트릭스
축하합니다! 지금까지 여러분은 상당히 많은 내용을 소화해 내셨습니다! 여러분은 머신러닝
생애주기와 머신러닝 역량의 세 가지 축을 살펴봤으니, 이제 여러분의 관심사와 역량을 구체
적인 직책에 매핑해볼 차례입니다.
[표
1
-
3
]은 여러분에게 특정한 직무에서 성공하기 위해 어떤 역량을 습득해야 할지에 대한
대략적인 아이디어를 제공합니다. 별표는 최소 한 개부터 최대 세 개이며, 별 한 개는 낮은
중요도, 별 세 개는 높은 중요도를 나타냅니다.
표
1-3
머신러닝 및 데이터 역량 매트릭스
역량
직책
데이터
사이언티스트
머신러닝
엔지니어
MLOps
엔지니어
데이터
엔지니어
데이터
애널리스트
데이터 시각화, 의사소통 ★★★ ★★ ★ ★ ★★★
데이터 탐색, 정제, 직관 ★★★ ★★★ ★ ★★★ ★★★
머신러닝 ...
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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.