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 | Stat C140* (Probability for Data Science) |
| Concepts of Statistics | Stat 135 |
*Prerequisites are enforced for 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 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 |