August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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399
9
테이블 데이터 모델링 깊게 알아보기
TIP
여러분이 철학적으로 사고한다면, 이 계산을 하려고 다양한 종류의 가설을 고려하는 부분이 다소 어지러울지
도 모릅니다. 첫째, 경험적 데이터를 주목하지 않으니 모든 예측이 가설이라는 사실입니다. 둘째,
YearMade
와 함께 다른 모든 것을 변경하면 예상 가격에 어떤 변화를 줄지에 대해 거의 관심이 없다는 점입니다. 오히
려
YearMade
만 변경된 가상 세계에서 판매 가격이 어떻게 변할지를 매우 구체적으로 질문하죠. 이런 질문을
할 수 있다는 점은 꽤 인상적입니다! 이런 미묘함을 분석하기 위해 형식주의를 더 깊이 탐구하는 데 관심이 있
다면 최근에 주디아 펄
Judea
Pearl
과 다나 맥켄지
Dana
Mackenzie
가 인과성에 관해 쓴 『
The
Book
of
Why
』
(
Basic
Books
,
2018
)를 읽어보길 추천합니다.
이 평균으로
x
축은 연도,
y
축은 예측을 표현하는 그래프를 그릴 수 있습니다. 이것이 바로 부
분 의존성 도표이죠. 우측은
ProductSize
값의 변화에 대한 부분 의존성 도표입니다.
from sklearn.inspection import plot_partial_dependence
fig,ax = plt.subplots(figsize=(12, 4))
plot_partial_dependence ...
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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.