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.
365
9
테이블 데이터 모델링 깊게 알아보기
로지스틱 손실
이어 붙여진 임베딩(~
1200
차원)
ReLU
(
256
)
ReLU
(
512
)
ReLU
(
1024
)
임베딩
연령
앱 설치
횟수
참여
세션 수
사용자 인구
통계 자료
사용 기기
종류
앱 설치
여부
앱 광고
출처
벡터곱 변형
연속형 특징 범주형 특징
임베딩 임베딩 임베딩
그림
9-5
구글 플레이의 추천 시스템
9.2
머신러닝 교육 과정은 대부분 수학에 관한 간략한 기술적 설명과 토이 프로젝트로 여러 알고리
즘을 소개합니다. 방대한 양의 기법은 여러분을 혼란스럽게 하고, 실용적인 적용 방법을 이해
하기 어렵게 합니다.
다행히도 현대의 머신러닝은 적용 범위가 넓은 몇 가지 주요 기법으로 요약할 수 있습니다. 최근
연구에 따르면 다음 두 방법만으로도 대부분의 데이터셋을 최고 수준으로 모델링할 수 있습니다.
●
결정 트리 (랜덤 포레스트, 그레이디언트 부스팅 머신 등 ) 앙상블 기법입니다. 주로 구조적 데이터에 적
용하는데, 대부분의 회사에서 관리하는 데이터베이스 테이블이 여기에 해당합니다.
●
SGD
로 학습되는 다층의 계층 신경망 기법입니다 (얕거나 심층적 학습 ). 주로 비구조적 데이터에 적용
하며 오디오, 이미지, 자연어 같은 유형의 데이터가 이에 해당합니다.
비구조적 데이터를 다루는 데는 딥러닝을 따라올 기술이 ...
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.