Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good...

18
Rayid Ghani @rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago

Transcript of Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good...

Page 1: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

Training Students to do Good with DataData Science for Social Good Fellowship

Rayid GhaniUniversity of Chicago

Page 3: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

550 Applicants from 34 countries ~200 Universities

36 fellowsComputer ScientistsStatisticiansEconomistsPublic Policy(and other computational and quantitative fields)

CMUU. of Chicago HarvardU. Of Wisconsin Madison UT AustinMITYaleITAMColumbiaNorthwestern

UIC

StanfordTechnionU of AlabamaGeorgia TechCambridgeUC IrvineU of MarylandU of MichiganStanfordWPI

The Eric & Wendy Schmidt

Data Science for Social GoodSummer Fellowship 2013

Page 4: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

By the Numbers

38 Fellows

6 Mentors

12 Projects

12 Weeks

Page 5: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

The Ideal Student

Making an Impact with Data

Computer Science &

ProgrammingStatistics &

Machine Learning

Econometrics & Social Science

Methods

DatabasesExperimental Design

Communication

Common Sense

Page 6: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

What do they need training in?

Tools• Python• R• DBs• SQL• MapReduce• Tableau, D3,

ggplot

Methods• Statistics• Machine

Learning• Econometrics• Experimental

Design• Social Sciences

Problem Solving Skills• Understanding• Mapping• Evaluation

Metrics

Page 7: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.
Page 8: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

Page 9: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

Page 10: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

The Eric & Wendy Schmidt

Data Science for Social GoodSummer Fellowship 2013

Page 11: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

Related Programs

Page 12: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

12

Cook County Land BankA Zillow for Vacant & Abandoned Properties

Page 13: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

13

Improving Public Transit PlanningA Step Forward in Solving the Crowding Problem

Brandon Willard

Research Consultant

Booth School of Business

Walter Dempsey

StatisticsUniversity of

Chicago

Andrés Akle Carranza

Applied MathInstituto Tecnológico Autónomo de México

Jordan Bates

Computer Science

Arizona State University

David Sekora

Computer Science

University of Chicago

Page 14: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

14

Measuring Impacts on Children’s Health and Development

Evaluating HomeVisitation Programs

Page 15: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

15

Code Blue PredictionUsing EMR Data

Page 16: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

16

Machine Suggestions for Report Reviewing

Smarter Crisis Crowdsourcing

Page 17: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

17

Targeting students at risk of not going to college

The Eric & Wendy Schmidt Data Science for Social Good Summer Fellowship 2013

Page 18: Rayid Ghani@rayidghani Training Students to do Good with Data Data Science for Social Good Fellowship Rayid Ghani University of Chicago.

Rayid Ghani@rayidghani

Rayid [email protected]

For more information on the summer fellowshiphttp://dssg.uchicago.edu

Contact Information