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  • Research
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    • Data Science Spanning engineering, science, math and social sciences
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Data Science

Prismatic red shape forming a triangle.

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.


Collaborators

  • Center for Information Technology Policy
  • Center for Digital Humanities
  • Program in Statistics and Machine Learning
  • Related News
  • Related Events
  • Related Departments and Centers
  • Faculty

Related News

View all news

  • New microchip on board

    Rethinking microchips' design pushes computing to the edge

  • Photo of Margaret Martonosi

    Martonosi elected to National Academy of Engineering

  • Ryan Adams

    Chemistry and computer science join forces to apply artificial intelligence to chemical reactions

  • Name change announcement to Electrical and Computer Engineering

    Department name change signals broad impact on computer and information technologies

  • Princeton designed ventilator

    Engineering and artificial intelligence combine to safeguard patients’ lives

  • Olga Troyanskaya

    Troyanskaya named fellow of Association for Computing Machinery

Related Events

View all events

  • Mar 02

    CITP Seminar: Combining Social Media and Survey Methods for Health and Migration Research

    12:30 pm

  • Mar 04

    Data Structures and Algorithms in Sublinear Computation

    12:30 pm

  • Mar 29

    Reliable Machine Learning in Feedback Systems

    4:30 pm

  • Apr 19

    Preconditioning Helps: Faster Convergence in Statistical and Reinforcement Learning

    4:30 pm

  • Apr 20

    CITP Seminar: Lie Machines

    12:30 pm

  • Apr 27

    CITP Seminar: The Princeton Digital Ad Observatory

    12:30 pm

Related Departments and Centers

  • Computer Science

    Computer Science

  • Professor writes on white board while talking with grad student.

    Electrical and Computer Engineering

  • Sherrerd Hall

    Operations Research and Financial Engineering

  • Faculty member, seated at end of row of colleagues, leads panel discussion.

    Andlinger Center for Energy and the Environment

  • Professor Ed Felten speaks in front of screen showing Oval Office meeting.

    Center for Information Technology Policy

Faculty

  • Ryan P. Adams

    Ryan P. Adams

    Computer Science

  • Amir Ali Ahmadi

    Amir Ali Ahmadi

    Operations Research and Financial Engineering

  • Sanjeev Arora

    Sanjeev Arora

    Computer Science

  • Mark Braverman

    Mark Braverman

    Computer Science

  • Matias D. Cattaneo

    Matias D. Cattaneo

    Operations Research and Financial Engineering

  • Danqi Chen

    Danqi Chen

    Computer Science

  • Yuxin Chen

    Yuxin Chen

    Electrical and Computer Engineering

  • Daniel J. 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

  • Edward Felten

    Edward Felten

    Computer Science

    Center for Information Technology Policy

  • Adam Finkelstein

    Adam Finkelstein

    Computer Science

  • Jaime Fernández Fisac

    Jaime Fernández Fisac

    Chemical and Biological Engineering

  • Robert Fish

    Robert Fish

    Computer Science

  • Michael Freedman

    Michael Freedman

    Computer Science

  • Aarti Gupta

    Aarti Gupta

    Computer Science

  • 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

  • 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

  • Jonathan Mayer

    Jonathan Mayer

    Computer Science

  • Forrest Meggers

    Forrest Meggers

    Andlinger Center for Energy and the Environment

  • 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

  • Sheila Pontis

    Sheila Pontis

    Keller Center for Innovation in Engineering Education

  • H. Vincent Poor

    H. Vincent Poor

    Electrical and Computer Engineering

  • Yuri Pritykin

    Yuri Pritykin

    Computer Science

  • 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

  • Ben Raphael

    Ben Raphael

    Computer Science

  • Szymon Rusinkiewicz

    Szymon Rusinkiewicz

    Computer Science

  • Sebastian Seung

    Sebastian Seung

    Computer Science

  • Mona Singh

    Mona Singh

    Computer Science

  • Bartolomeo Stellato

    Bartolomeo Stellato

    Operations Research and Financial Engineering

  • Olga Troyanskaya

    Olga Troyanskaya

    Computer Science

  • Mengdi Wang

    Mengdi Wang

    Electrical and Computer Engineering

  • Mark Zhandry

    Mark Zhandry

    Computer Science

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Princeton University School of Engineering and Applied Science

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School of Engineering and Applied Science
Princeton, New Jersey 08544

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Princeton, New Jersey 08544 USA