Data Science

Research in data science at Princeton integrates three strengths: the fundamental mathematics of machine learning; the interdisciplinary application of machine learning to solve a wide range of real-world problems; and deep examination and innovation regarding the societal implications of artificial intelligence, including issues such as bias, equity, and privacy.

Related Programs

  • Center for Information Technology Policy

  • Center for Digital Humanities

  • Program in Statistics and Machine Learning

News

  • Rendering of new engineering building. People are walking on sidewalk in front of building with lots of glass windows. It appears to be just before dusk.

    Part Fifteen: Engineering the Future

  • Woman in white protective suit works in cleanroom

    Part Thirteen: Today’s Princeton Engineering

  • David Billington and a colorful bridge model

    Part Eleven: Building Big, Building Small

  • Mona Singh is tailoring tools to crack the cancer code

  • Astronaut descending the ladder onto the moon, staring at the camera, you can't see his face.

    Part Nine: Air and Space

  • Cookies: Tech Security & Privacy. Episode 7, Annette Zimmermann. Image of cookie with a lock on it. Cookie is brown and has drizzle and marshmallows.

    When It’s Best to Let A.I. Go Unused: Annette Zimmermann

Events

  • February 08

    12:30 pm

    CITP Seminar: Michael Madaio – Towards Human-Centered Design of Responsible AI

  • February 15

    12:30 pm

    CITP Seminar: Ryan Calo – Modeling Through

Faculty

  • Ryan Adams

    Ryan P. Adams

    Computer Science

  • Amir Ali Ahmadi

    Amir Ali Ahmadi

    Operations Research and Financial Engineering

  • Arora

    Sanjeev Arora

    Computer Science

  • Ryne Beeson

    Ryne Beeson

    Mechanical and Aerospace Engineering

  • Mark Braverman

    Mark Braverman

    Computer Science

  • Matias D. Cattaneo

    Matias D. Cattaneo

    Operations Research and Financial Engineering

  • Yuxin Chen

    Yuxin Chen

    Electrical and Computer Engineering

  • Danqi Chen portrait

    Danqi Chen

    Computer Science

  • Daniel Cohen

    Daniel J. Cohen

    Mechanical and Aerospace Engineering

  • Pablo Debenedetti

    Pablo Debenedetti

    Chemical and Biological Engineering

  • Jia Deng

    Jia Deng

    Computer Science

  • Barbara Engelhardt

    Barbara Engelhardt

    Computer Science

  • Jianqing Fan

    Jianqing Fan

    Operations Research and Financial Engineering

  • Adam Finkelstein

    Adam Finkelstein

    Computer Science

  • Jaime Fernández Fisac

    Jaime Fernández Fisac

    Electrical and Computer Engineering

  • Robert Fish

    Robert Fish

    Computer Science

  • Michael Freedman

    Michael Freedman

    Computer Science

  • Aarti Gupta portrait

    Aarti Gupta

    Computer Science

  • Kelsey Hatzell

    Kelsey Hatzell

    Mechanical and Aerospace Engineering

    Andlinger Center for Energy and the Environment

  • Elad Hazan

    Elad Hazan

    Computer Science

  • Andrew Houck

    Andrew Houck

    Electrical and Computer Engineering

  • Niraj Jha

    Niraj Jha

    Electrical and Computer Engineering

  • Gillat Kol

    Gillat Kol

    Computer Science

  • Sanjeev Kulkarni

    Sanjeev Kulkarni

    Electrical and Computer Engineering

    Operations Research and Financial Engineering

  • Ruby Lee

    Ruby Lee

    Electrical and Computer Engineering

  • Xiaoyan Li

    Xiaoyan Li

    Computer Science

  • Christos Maravelias

    Christos Maravelias

    Chemical and Biological Engineering

    Andlinger Center for Energy and the Environment

  • Johnathan Mayer

    Jonathan Mayer

    Computer Science

  • Forrest Meggers

    Forrest Meggers

    Andlinger Center for Energy and the Environment

    Architecture

  • Prateek Mittal

    Prateek Mittal

    Electrical and Computer Engineering

  • Soohyun Nam Liao

    Soohyun Nam Liao

    Computer Science

  • Karthik Narasimhan

    Karthik Narasimhan

    Computer Science

  • Arvind Narayanan

    Arvind Narayanan

    Computer Science

  • Ravi Netravali portrait

    Ravi Netravali

    Computer Science

  • Sheila Pontis

    Sheila Pontis

    Keller Center for Innovation in Engineering Education

  • H. Vincent Poor

    Electrical and Computer Engineering

  • Yuri Pritykin

    Yuri Pritykin

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Miklos Racz

    Miklos Racz

    Operations Research and Financial Engineering

  • Peter Ramadge

    Peter Ramadge

    Electrical and Computer Engineering

  • Anu Ramaswami

    Anu Ramaswami

    Civil and Environmental Engineering

    High Meadows Environmental Institute

    Princeton Institute for International and Regional Studies (PIIRS)

  • Ben Raphael

    Ben Raphael

    Computer Science

  • Szymon Rusinkiewicz

    Szymon Rusinkiewicz

    Computer Science

  • Sebastian Seung

    Computer Science

    Princeton Neuroscience Institute (PNI)

  • Mona Singh

    Mona Singh

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Bartolomeo Stellato

    Bartolomeo Stellato

    Operations Research and Financial Engineering

  • Olga Troyanskaya

    Olga Troyanskaya

    Computer Science

    Lewis-Sigler Institute for Integrative Genomics

  • Mengdi Wang

    Mengdi Wang

    Electrical and Computer Engineering

  • Huacheng Yu portrait

    Huacheng Yu

    Computer Science

  • Mark Zhandry

    Computer Science