This concentration will equip students to learn about the world through data analytics.
The core courses related to this concentration are: CS 4740: Natural Language Processing, CS 4780: Machine Learning for Intelligent Systems, CS 4786: Machine Learning for Data Science , STSCI 4740:Data Mining and Machine Learning , and ORIE 4740: Statistical Data Mining I
Some faculty members whose research is related to this concentration include: Solon Barocas; Paul Ginsparg; Carla Gomes; Thorsten Joachims; Jon Kleinberg; Lillian Lee; David Mimno; Helen Nissenbaum, and David Williamson.
- Professional positions requiring data analytics and statistical analysis combined with communication in commercial, academic and public service settings.
- Ex: Data Journalist, who finds questions in the real world, collects and analyzes data to address that question, and then explains the implications of that analysis in accessible terms.
- Related Job Titles: data scientist, statistician, data engineer, machine learning engineer
DATA SCIENCE COURSES
Please reference the Cornell Class Roster for details on the courses below.
- For your primary concentration choose one course from A,B,C, and D.
- If you count Data Science as your secondary concentration, then choose one course from B, C, and D.
A. Data Analysis (choose one)
- INFO 3300: Data-Driven Web Applications
- INFO 3950: Data Analytics for Information Science
- CS 4780: Machine Learning for Intelligent Systems
- CS 4786: Machine Learning for Data Science
- ORIE 3120: Practical Tools for Operations Research, Machine Learning and Data Science
- ORIE 4740: Statistical Data Mining I
- STSCI 4740: Data Mining and Machine Learning
B. Domain Expertise (choose one)
- INFO 2770: Excursions in Computational Sustainability
- INFO 3350: Text Mining for History and Literature
- INFO 4120: Ubiquitous Computing
- INFO 4130: Health and Computation
- INFO 4300: Language and Information
- CS 4740: Natural Language Processing
C. Big Data Ethics, Policy and Society (choose one)
- INFO 3200: New Media and Society
- INFO 3561: Computing Cultures
- INFO 4200: Information Policy: Research, Analysis, and Design
- INFO 4240: Designing Technology for Social Impact
- INFO 4250: Surveillance and Privacy
- INFO 4270: Ethics and Policy in Data Science
- INFO 4561: Stars, Scores, and Rankings: Evaluation and Society
- INFO 4940: Special Topics - Privacy and Security in the Data Economy
- COMM 4940: The Design & Governance of Field Experiments
- STS 3440: The Data Science & Society Lab
D. Data Communication (choose one)
- INFO 4310: Interactive Information Visualization
- COMM 3189: Taking America's Pulse: Creating and Conducting a National Opinion Poll
- COMM 4200: Public Opinion and Social Processes
- COMM 4860: Risk Communication