New York University College of Arts and Science 21 courses 128 total credits
The Data Science major provides rigorous training in statistical modeling, machine learning, and data driven reasoning, grounded in computer science and mathematics. Students develop both theoretical understanding and practical skills in programming, data analysis, and modern statistical methods. The curriculum prepares students to design, analyze, and deploy data-driven systems, with attention to ethical considerations and the distinction between causal inference and prediction. Reflecting the interdisciplinary nature of the field, students pair the major with a CAS minor to apply data science methods across domains. New York University's Office of Undergraduate Admissions supports the application process for all undergraduate programs at NYU. For additional information about undergraduate admissions, including application requirements, see How to Apply.
General Education Requirements
First-Year Seminar
| Code | Course Title | Credits |
|---|---|---|
| EXPOS-UA 1 | Writing as Inquiry | 4 |
Major Requirements
Data Science Courses
| Code | Course Title | Credits |
|---|---|---|
| DS-UA 111 | Principles of Data Science I | 4 |
| DS-UA 112 | Principles of Data Science II | 4 |
| DS-UA 201 | Causal Inference | 4 |
| DS-UA 202 | Responsible Data Science | 4 |
Major Requirements
Computer Science Courses
| Code | Course Title | Credits |
|---|---|---|
| CSCI-UA 101 | Intro to Computer Science | 4 |
| CSCI-UA 102 | Data Structures | 4 |
| CSCI-UA 473 | Fundamentals of Machine Learning | 4 |
| CSCI-UA 479 | Data Management and Analysis | 4 |
Major Requirements
Select one of the following:
| Code | Course Title | Credits |
|---|---|---|
| MATH-UA 121 | Calculus I | 4 |
| MATH-UA 131 | Mathematics for Economics I | 4 |
| Total Major Requirements | 4 credits | |
Major Requirements
Select one of the following:
| Code | Course Title | Credits |
|---|---|---|
| MATH-UA 122 | Calculus II | 4 |
| MATH-UA 132 | Mathematics for Economics II | 4 |
| Total Major Requirements | 4 credits | |
Major Requirements
Select one of the following:
| Code | Course Title | Credits |
|---|---|---|
| MATH-UA 123 | Calculus III | 4 |
| MATH-UA 133 | Mathematics for Economics III | 4 |
| MATH-UA 140 or MATH-UA 148 | Linear Algebra or Honors Linear Algebra | 4 |
| MATH-UA 185 | Probability & Statistics | 4 |
| Total Major Requirements | 4 credits | |
Major Requirements
Select one of the following:
| Code | Course Title | Credits |
|---|---|---|
| DS-UA 205 | Machine Learning for Climate Change | 4 |
| DS-UA 301 | Advanced Topics in Data Science | 4 |
| DS-UA 302 | Natural Language Processing | 4 |
| Total Major Requirements | 4 credits | |
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