Jaimie Kwon (권재명)

508 Seguidores

7 SlideShares 1 Tablero de Recortes 508 Seguidores 130 Siguiendos

Lead a team of researchers to perform statistical analysis and machine learning on large online ad serving data, using Hadoop platform + Python/R stack. Formulated and solved key business problems in three areas: (1) audience analytics, (2) user-based predictive modeling for conversions and clicks, and (3) ad-hoc analysis for internal and external clients. Focus has been: actionable results; high-quality research codes and presentations; reproducible research; single source of truth; open, collaborative, and agile research / development process.

r statistics 데이터 사이언스 analytics big data 데이터 과학 data science unix machine learning best practice storytelling iris data rstudio sublime 에디터 툴채인 검색 영어 통계학 실리콘 밸리 hadoop online advertising

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Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Prediction Machine Learning team, Criteo at MLconf NYC - 4/15/16

MLconf • Hace 7 años

Jaimie Kwon (권재명)

Presentaciones

실리콘 밸리 데이터 사이언티스트의 하루

데이터 분석의 길 1. “고수는 생선 잡는 법을 알고있다” (검색과 영어)

데이터분석의 길 2: “고수는 최고의 연장을 사용한다” (툴채인)

데이터분석의 길 3 “r 워크플로우 (스토리텔링)”

데이터분석의 길 4: “고수는 통계학습의 달인이다”

데이터분석의 길 5: “고수는 큰자료를 두려워하지 않는다” (클릭확률예측 상편)

효율적 데이터 과학을 위한 7가지 팁

Recomendaciones

Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Prediction Machine Learning team, Criteo at MLconf NYC - 4/15/16

자습해도 모르겠던 딥러닝, 머리속에 인스톨 시켜드립니다.

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Spatial Analysis with R - the Good, the Bad, and the Pretty

Geospatial Data in R

Intro to Spark and Spark SQL

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DevOps and Continuous Delivery Reference Architectures (including Nexus and other popular tools)

Repository Management with JFrog Artifactory

Deep learning 기반TmapPOI 추천기술개발사례

도커 무작정 따라하기: 도커가 처음인 사람도 60분이면 웹 서버를 올릴 수 있습니다!

데이나의 참쉬운 애드테크 (20150419)

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[H3 2012] 꽃보다 Scala

Why Scala Is Taking Over the Big Data World

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Real-Time Video Analytics Using Hadoop and HBase (HBaseCon 2013)

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Startup Exits: A Primer