Upper Division Requirements: Core and Electives

Upper Division Requirements: Core and Electives

Upper Division Core Courses

Requirement UC Berkeley Course Alternative
Concepts in Computing with Data Stat 133 Data/Stat/Compsci C100 (Principles & Techniques of Data Science) + Stat 33B (Introduction to Advanced Programming in R)
Concepts of Probability Stat 134 Data/Stat C140 (Probability for Data Science)
Concepts of Statistics Stat 135  


Upper Division Elective Courses

Statistics majors must choose three Statistics electives from the list below, with at least one being a lab.

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 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