August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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418
2
fastai 애플리케이션 계층 이해하기
9.10
1
연속형 변수란 무엇인가요?
2
범주형 변수란 무엇인가요?
3
범주형 변수가 표현할 수 있는 값을 의미하는 두 단어를 제시하세요.
4
밀집 계층이란 무엇인가요?
5
개체 임베딩이 신경망의 메모리 사용량을 줄이고 속도를 높이는 방식은 무엇인가요?
6
개체 임베딩은 어떤 종류의 데이터셋에 특히 유용한가요?
7
전통적인 머신러닝의 주요 알고리즘 두 가지는 무엇인가요?
8
일부 범주형 열에 특별한 순서의 값이 있어야 하는 이유는 무엇인가요? 팬더스로 이를 어떻게 처리할 수 있
나요?
9
결정 트리 알고리즘의 작동 방식을 요약해보세요.
10
날짜가 일반 범주형이나 연속형 변수와 어떻게 다른가요? 날짜를 모델이 사용할 수 있도록 전처리하는 방법
은 무엇인가요?
11
본문에서 본 캐글 대회에서 검증용 데이터셋을 임의로 선택해야 할까요? 아니라면 어떤 종류의 검증용 데이
터셋을 선택해야 할까요?
12
피클이란 무엇이며 어디에 유용한가요?
13
이 장에서 그린 결정 트리의
mse
,
samples
,
values
를 계산한 방식은 무엇인가요?
14
결정 트리를 구축하기 전 이상치를 처리하는 방법은 무엇인가요?
15
결정 트리에서 범주형 변수를 어떻게 다루나요?
16
배깅이란 무엇인가요?
17
랜덤 포레스트 생성 시 지정하는
max
_
samples
와
max
_
features
는 어떻게 다른가요?
18
n
_
estimators
를 매우 높게 잡으면 과적합으로 이어질까요? ...
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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.