20180516 세종단지 딥러닝심기 캐글소개 이유한 · 2020-05-09 ·...

Kaggle에서얻을수있는건?

이유한

카이스트생명화학공학과

분자시뮬레이션실험실(Molecular Simulation Laboratory)

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Kaggle이란?

2010년설립된빅데이터솔루션대회플랫폼회사

2017년 3월구글에인수

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Data Race for 데이터과학자!

기업, 정부기관, 단체, 연구소, 개인

DatasetWith Prize

Dataset & Prize개발환경(kernel)

커뮤니티(follow, discussion)

전세계데이터사이언티스트

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참가하려면?

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Kaggle에서 competition 을주최한단체, 기업들

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Competition Example – Tensorflow competition

Dataset: 65,000개의word audio file

Prize : 1st - $8,0002nd – $6,0003rd – $3,000

+ spectial price $8,000

Yes, no, up, down, left, right, on, off, stop, go, silence, others 로이루어진단어들을구별하는AI를만들어달라!

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Competition Example – Tensorflow competition

약두달간의 RACE1315 팀참가

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또다른 competition 들

$25,000

$25,000

$1,500,000

$30,000

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여지껏다뤄본것이IRIS dataset, MNIST 뿐인데

저런걸어떻게분석해야하나?

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공부해서함께나누자!

고수의발자취를따라가자

모방은창조의시작

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공부해서함께나누자! –캐글속선순환

다른이의커널

(데이터분석보고서)을공부한다

내커널(분석보고서)을만든다

피드백

받는다

Discussion 참고한다

내커널을

수정한다

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My first kaggle story

약 60만명의정보를가지고머신러닝알고리즘을만들어, 40만명의개인이향후에보험을계속사용할것인지예측하라

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My first kaggle story – learning the kernels

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My first kaggle story – making my own kernel

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My first kaggle story – ask anything to authors

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My first kaggle story – 친절한올리비에아저씨

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My first kaggle story – ask anything to author

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My first kaggle story –멋진스승님

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My first kaggle story

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My first kaggle story –범접할수없는은하계고수

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My first kaggle story

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My first kaggle story – Get insight from discussion

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My first kaggle story – Submission

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My first kaggle story – After competition

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Data Playground for 데이터과학자!

기업, 정부기관, 단체, 연구소, 개인

DatasetWith or w/o Prize

Dataset & Prize개발환경(kernel)

커뮤니티(follow, discussion)

전세계데이터사이언티스트

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Competition Example – Tensorflow competition

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2017 Kaggle survey –캐글러전공

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2017 Kaggle survey –캐글러현재직업

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2017 Kaggle survey –캐글러는어디서배우나?

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2017 Kaggle survey –캐글러들의국적?

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캐글에서뭘얻을수있나?

1. 현업에바로적용가능한데이터분석기술습득

2. 현업에바로적용가능한머신러닝, 딥러닝알고리즘적용방법습득

3. 인적네트워크형성

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캐글합시다!