Minor Required Courses
Lower Division Requirements
Requirement | UC Berkeley Course | Alternatives |
---|---|---|
Calculus I |
Math 1a |
|
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 |