University of California, Berkeley College of Computing, Data Science, and Society 17 courses
Bachelor of Arts (BA) The undergraduate major at Berkeley provides a systematic and thorough grounding in applied and theoretical statistics as well as probability. The quality and dedication of the teaching staff and faculty are extremely high. A major in Statistics from Berkeley is an excellent preparation for a career in science or industry, or for further academic study in a wide variety of fields. The department has particular strength in Machine Learning, a key ingredient of the emerging field of Data Science. It is also very useful to combine studies of statistics and probability with other subjects. Our department excels at interdisciplinary science, and more than half of the department's undergraduate students are double or triple majors. Students interested in teaching statistics and mathematics in middle or high school should pursue the teaching option within the major. Students interested in teaching should also consider the Cal Teach Program . Declaring the Major Beginning Fall 2024, new students are admitted directly into the Statistics major in the College of Computing, Data Science, and Society (CDSS) and will already be declared. Students in other colleges at UC Berkeley interested in the Statistics major should refer to the Statistics Prospective Majors/Minors page and CDSS Frequently Asked Questions . Minor Program The minor is for students who want to study a significant amount of statistics and probability at the upper division level. For information...
Upper Division Requirements: Concepts of Probability
Complete at least 1 of the following.
| Code | Course Title | Credits |
|---|---|---|
| STAT 134 | Concepts of Probability | 4 |
| DATA C140 | Probability for Data Science | 4 |
| MATH 106 | Mathematical Probability Theory | 4 |
| EECS 126 | Probability and Random Processes | 4 |
Upper Division Requirements: Concepts of Statistics
Complete at least 1 of the following.
| Code | Course Title | Credits |
|---|---|---|
| STAT 135 | Concepts of Statistics | 4 |
Upper Division Requirements: Electives with Lab
Complete at least 1 of the following.
Upper Division Requirements: Electives with or without Lab
Complete at least 2 of the following.
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