August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.
109
2
모델에서 제품까지
●
셀에서 ‘
??함수이름
’을 입력해 실행하면 함수의 원형, 짧은 설명, 구현 코드를 담은 창이 화면 하
단에 나타납니다.
●
fastai
라이브러리는
doc
이라는 함수를 제공합니다. ‘
doc(함수이름)
’처럼 함수를 호출하면, 함
수의 원형, 짧은 설명, 깃허브 소스 코드 링크, 해당 라이브러리를 다루는 문서의 웹사이트 주소
링크를 담은 창이 화면 하단에 나타납니다.
●
문서 외에도 매우 유용한 기능이 있습니다. 에러 발생 시 에러가 발생한 셀 다음 셀에 ‘
%debug
’를
입력해 실행하면 파이썬 디버거(
https://oreil.ly/RShnP
)가 열리며, 여기서 모든 변수의 내
용을 살펴볼 수 있습니다.
이 과정에서 한 가지를 알아둬야 합니다.
1
장에서 다뤘듯이 모델은 학습에 사용된 데이터만 반영
하여 만들어집니다. 하지만 세상은 편향된 데이터로 가득 차 있다는 문제가 있습니다. 가령 모델
이 빙 이미지 검색이 내놓은 데이터 대로만 작동한다고 상상해봅시다. 사용자의 피부가 건강한
지를 판단하는 애플리케이션을 예로 들어보겠습니다. 이때 ‘건강한 피부’로 검색된 데이터로 모
델을 학습시켰다고 가정해보죠. [그림
2
-
3
]은 ‘건강한 피부’ 검색으로 얻은 이미지 목록입니다.
건강한 피부
그림
2-3
건강한 피부를 판단할 수 있는 데이터일까요? ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.