August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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473
11
fastai의 중간 수준 API로 데이터 변환하기
11.5
1
fastai
는 어떤 방식으로 ‘계층적’
API
를 제공하나요? 어떤 의미인가요?
2
Transform
의
decode
메서드의 역할은 무엇인가요?
3
Transform
의
setup
메서드의 역할은 무엇인가요?
4
튜플에 대해 호출된
Transform
은 어떻게 작동할까요?
5
사용자 정의
Transform
을 만들 때 어떤 메서드를 구현해야 하나요?
6
데이터를 정규화하는
Normalize
변형을 만들고(데이터셋의 평균을 빼고 표준편차로 나눈 것 ),
decode
메서드도 작동하도록 구현해보세요. 가능한 한 책을 보지 말고 해보세요!
7
토큰화된 텍스트를 수치화하는
Transform
을 만들어보세요 (데이터셋에서
vocab
을 자동으로 설정해야
하며,
decode
메서드도 구현되어야 합니다 ). 필요하면
fastai
의 소스 코드도 함께 살펴보세요.
8
Pipeline
은 무엇인가요?
9
TfmdLists
는 무엇인가요?
10
Datasets
는 무엇인가요?
TfmdLists
와 어떻게 다른가요?
11
TfmdLists
와
Datasets
클래스 이름의 마지막에 ‘
s
’를 붙인 이유는 무엇인가요?
12
TfmdLists
나
Datasets
로
DataLoaders
를 만드는 방법은 무엇인가요?
13
TfmdLists
나
Datasets
로
DataLoaders
를 만들 때
item
_
tfms
및
batch
_
tfms
와 동등한 역할을 지
정하는 방법은 무엇인가요? ...
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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.