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.
165
CHAPTER 03
기술 인터뷰: 머신러닝 알고리즘
이번 절은 이 분야에 대한 배경 지식에 자신 없는 분들을 위해 컴퓨터 비전 기법의 기본을 다
룹니다. 여러분이 이 분야의 전문가라면 건너뛰어도 좋습니다. 여러분의 전문성과는 관계없
이, 팁 상자 안에 머신러닝 인터뷰를 위한 특정한 조언을 강조해놨으니 각 머신러닝 분야에
서의 여러분의 지식에 적용하고 인터뷰에서 잘 활용하기를 바랍니다.
컴퓨터 비전 관련 학습 자료
이 책에서 제공하는 요약 외에 컴퓨터 비전에 대한 지식을 더 보완하고 싶다면 다음 자료들을 추천합니다.
●
텐서플로로 이미지 분류하기 튜토리얼 (
https
://
oreil
.
ly
/
K
-
0F7
)
●
『실전! 컴퓨터비전을 위한 머신러닝』 (위키북스,
2023
)
●
파이토치 튜토리얼 : 분류기 학습시키기 (
https
://
oreil
.
ly
/_
Hy
_
U
)
대표적인 이미지 데이터 세트 요약
시각적이며 상대적으로 이해하기 쉬운 특성 덕분에, 이미지 데이터 세트는 딥러닝 초심자들
을 위한 튜토리얼로 자주 활용됩니다. 예컨대, 저는
CNN
에 관한
Coursera
강의에서 개와
고양이 데이터 세트를 활용한 경험이 있는데, 같이 수업을 들은 학습자가 수십만 명이나 되
었습니다. 이미지를 활용한 머신러닝은 머신러닝 열성팬들의 상상력을 자극했으며, 자가 학
습과 포트폴리오 프로젝트 용도로 ...
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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.