September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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166
머신러닝 인터뷰 실무 가이드
●
MNIST
(
https
://
oreil
.
ly
/
4Yf5C
) 및 관련된 데이터 세트 (예:
Fashion
-
MNIST
(
https
://
oreil
.
ly
/
OeMdK
))
●
COCO
(
Common
Objects
in
Context
)(
https
://
oreil
.
ly
/
FsK3V
)
●
LVIS
(어노테이트된
COCO
)(
https
://
oreil
.
ly
/
2h6JQ
)
다음의 데이터 세트 활용을 권장합니다. 처음 시작한다면
Colab
노트북을 활용해보세요.
●
이미지 분류 —
Colaboratory
튜토리얼 (텐서플로 )(
https
://
oreil
.
ly
/
XnUJz
)
●
컴퓨터 비전을 위한 전이 학습 튜토리얼 (
PyTorch
)(
https
://
oreil
.
ly
/
AgB50
)
기본적인 내용을 숙지했다면, 직접 프로젝트를 기획해보세요. 더 많은 이미지 데이터 세트를
여기서 찾거나 직접 수집할 수도 있습니다.
●
paperswithcode
.
com
의 이미지 분류 머신러닝 데이터 세트 (
https
://
oreil
.
ly
/
b
_
uhg
)
●
Google
의
Know
Your
Data
카탈로그 (
https
://
knowyourdata
.
withgoogle
.
com
/
)
●
Kaggle
데이터 세트 (
https
://
oreil
.
ly
/
Fy
-
9E
)
TIP
많은 온라인 튜토리얼이 고양이와 개 분류, 홍채 ...
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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.