September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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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.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.
40
머신러닝 인터뷰 실무 가이드
데이터 직관력이 있다는 것은 새로운 문제에 직면했을 때 데이터를 사용하여 문제를 해결하
는 방법을 알고, 새로운 데이터를 접했을 때 이를 평가하는 방법을 알고 있다는 것을 의미합
니다. 이 데이터는 머신러닝에 적합한가? 어떤 유형의 머신러닝 모델이 적합할까? 머신러닝
에 적용하기에 앞서 데이터에는 아무 문제가 없을까? 여러분은 어떤 질문을 하고 어떻게 답
을 찾아야 하는지 알고 있습니다.
머신러닝 직무 인터뷰 프로세스에서는 다양한 유형의 인터뷰와 인터뷰 문제들을 통해 지원
자가 가진 역량 축의 지식과 준비 상태를 평가하고자 합니다. 이에 관해서는
3
장과
4
장에서
다루겠습니다.
프로그래밍 및 소프트웨어 엔지니어링: 구현 능력
프로젝트가 진행되는 동안 다른 팀이 머신러닝의 결과를 활용할 수 있도록 파이썬으로 데이
터를 가공하거나 내부 배포 프로세스를 사용하는 등의 결과물을 만들어 낼 수 있는 프로그래
밍 역량이 필요합니다.
이론을 잘 알더라도 프로그래밍이나 소프트웨어 엔지니어링
15
를 이해하지 못하면 머신러닝
을 구현할 수 없습니다. 여러분은 코드를 사용하여 데이터를 또 다른 코드로 구현되어 있는
머신러닝 알고리즘에 연결해야 합니다. 즉, 이론 지식을 실무 경험으로 전환해야 합니다.
머신러닝 직무에 관련해서 수요가 높은 프로그래밍 역량으로는 ...
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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.