Jaimie Kwon (권재명)

508 Followers

7 SlideShares 1 Clipboard 508 Followers 130 Followings

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

Activity
About

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

MLconf • 7 years ago

Jaimie Kwon (권재명)

Presentations

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

Likes

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.

Ten Reasons Developers Hate Your API

Fundamentals of Design for Non-Designers

How To Analyze Geolocation Data with Hive and Hadoop

버전관리를 들어본적 없는 사람들을 위한 DVCS - Git

어떻게 하면 데이터 사이언티스트가 될 수 있나요?

Building Better Analytics Workflows (Strata-Hadoop World 2013)

25 KPIs Every Manager Needs To Know

Developing Metrics and KPI (Key Performance Indicators

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

Geospatial Data in R

Intro to Spark and Spark SQL

린분석 with 레진코믹스 ( Lean Analytics with Lezhin Comics )

WEB Front-End 개발과정 살펴보기

모던자바의 역습

넷플릭스 자유와 책임 문화(Netflix Freedom & responsibility culture) 비속어번역

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)

Streaming Big Data with Spark, Kafka, Cassandra, Akka & Scala (from webinar)

[H3 2012] 꽃보다 Scala

Why Scala Is Taking Over the Big Data World

국민대학교 컴퓨터프로그래밍

AWS를 활용하여 Daily Report 만들기 : 로그 수집부터 자동화된 분석까지

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

차원축소 훑어보기 (PCA, SVD, NMF)

Startup Exits: A Primer