Minor Required Courses
Lower Division Requirements
| Requirement | UC Berkeley Course | Alternatives |
|---|---|---|
| Calculus I | Math 1a | Equivalent Advanced Placement, IB, A-Levels per Math Department; or equivalent CA Community College course work per Assist.org, or equivalent. |
| Calculus II | Math 1b | |
| Multivariable Calculus | Math 53 | |
| Linear Algebra and Differential Equations | Math 54 |
Upper Division Requirements
Statistics Core Courses
| Requirement | UC Berkeley Course | Alternative |
|---|---|---|
| Concepts of Probability | Stat 134 | Data/Stat C140* (Probability for Data Science) |
| Concepts of Statistics | Stat 135 |
*Prerequisites are enforced for Data/Stat C140 (Probability for Data Science); see the course website for details. Due to overlap of course content, students will only receive credit for either Stat 134 or Data/Stat C140.
Statistics Electives
Statistics minors must choose three of the elective courses below, with at least one being a laboratory course.
| Course | Course Name |
|---|---|
| Data/Stat C102 (lab) | Data, Inference, and Decisions |
| Stat 150 | Stochastic Processes |
| Stat 151a (lab) | Linear Modeling: Theory and Applications |
| Stat 152 (lab) | Sampling Surveys |
| Stat 153 (lab) | Introduction to Time Series |
| Stat 154 (lab) | Modern Statistical Prediction and Machine Learning |
| Stat 155 | Game Theory |
| Stat 156 (lab) | Causal Inference |
| Stat 157 | Seminar on Topics in Probability and Statistics |
| Stat 158 (lab) | The Design and Analysis of Experiments |
| Stat 159 (lab) | Reproducible and Collaborative Statistical Data Science |