Doing and Teaching Data Science for Social Good › ccc › wp-content › uploads › sites › 2...

Rayid Ghani @rayidghani

DoingandTeachingDataScienceforSocialGood

RayidGhaniCenterforDataScience&PublicPolicy

AlamanceCountyAlbuquerqueBal2moreBoiseBuffaloChicagoCincinna2ClevelandColoradoCityDetroitEastHavenEscambiaCountyFerguson

HarveyInglewoodKentonCountyLosAngelesMaricopaCountyMeridianMiamiMinneapolisMissoulaMontgomeryCountyNewOrleansNewarkNewJersey

OrangeCountyPiIsburghPortlandPriceGeorgeCountyPuertoRicoSeaIleSteubenvilleSuffolkCountyUniversityofMontanaVilaRicaVirginIslandsWarrenWashington

ImpairedA>en?on LackofMotorSkills

LearningDisability

MemoryProblems

HearingLoss

LowerIQ

38projects

•  CanIdetectwho’sgoingtogetleadpoisoningearly?

•  CanIdeterminewhichhomeinspec?onstopriori?ze?

•  WhichpoliciesdoImodifytoimprovematernalmortality?

•  HowmuchimpactismyaOer-schoolprogramhaving?

•  CanIgetdatathathelpsmematchemployerswithemployees?

ProblemsinSocialGood

Educa2ngAcademiaandPolicymakers

Collabora2veProjectsandUseCases

NewMethodsandReusableTools

What’smissing?

Whatweneed

Skills

ComputerScience&Programming

Sta?s?cs&MachineLearning

Econometrics&SocialScienceMethods

Privacy,Ethics,TransparencyIssues

ExperimentalDesign

Communica?on

ProblemFormula?on

The Eric & Wendy SchmidtData Science for Social Good

Summer Fellowship

Eric & Wendy Schmidt

Data Science for Social GoodSummer Fellowship

http://dssg.uchicago.edu

@datascifellows

RayidGhaniCenterforDataScience&PublicPolicy

UniversityofChicagorayid@uchicago.edu

DataScienceforSocialGoodSummerFellowship

h>p://dssg.uchicago.edu

CenterforDataScience&PublicPolicyh>p://dsapp.org

ContactInforma?on

Doing and Teaching Data Science for Social Good › ccc › wp-content › uploads › sites › 2...

Documents

HypertextHypertext Categorization Rayid Ghani IR Seminar - 10/3/00

Doing Well and Doing Good

Combining Labeled and Unlabeled Data for Multiclass Text Categorization Rayid Ghani Accenture Technology Labs

DOING WELL BY DOING GOOD - Nielsen › wp-content › uploads › sites › 3 › 2019 › 04 … · doing well by doing good c 2014 t n company 1 doing well by doing good increasingly,

Information Extraction Rayid Ghani IR Seminar - 11/28/00

Rayid komjur

Vocabulary Preview What am I doing? What are you doing? What’s he/she doing? What are they doing?

Doing well by doing good gva

Doing, Doing, Done: Digital Productivity

Stop doing scrum; start doing agile

Doing Good While Doing Well Sorenson

Doing the Lesson or Doing Science

Ensemble Classification Methods Rayid Ghani IR Seminar – 9/26/00

DOING WELL BY DOING GOOD - Nielsen

MULTIDIMENSIONAL IRIDOLOGY - iridosophia.com · multidimensional iridology, multireflex iridology, the Rayid system, applied iridology, etc… We wanted to merge in one text all of

Combining labeled and unlabeled data for text categorization with a large number of categories Rayid Ghani KDD Lab Project

Artificial Intelligence for Social Good - Computing … Intelligence for Social Good Gregory D. Hager, Ann Drobnis, Fei Fang, Rayid Ghani, Amy Greenwald, Terah Lyons, David C. Parkes,

2007_AoM Doing Well by Doing Good

Rayid$Ghani$ - Computing Research Association · Rayid Ghani University of Chicago @rayidghani Perspecves$ M.S.$in$Computa.onal$Analysis$ $ andPublicPolicy$ y s $ ﬁts

Using Data for Social Goodtranslectures.videolectures.net/site/normal_dl/tag=868708/ocwc2014... · Data Science for Social Good. Summer Fellowship 2013. Rayid Ghani @rayidghani The