| Statistics |
University of California Berkeley |
| Course Name |
Course Code |
Course Hours |
Classification |
| Preparatory Statistics |
STAT0PX |
|
Lower Division |
| Concepts in Computing with Data |
STAT133 |
|
Upper Division |
| Concepts of Probability |
STAT134 |
|
Upper Division |
| Concepts of Statistics |
STAT135 |
|
Upper Division |
| Stochastic Processes |
STAT150 |
|
Upper Division |
| Linear Modelling: Theory and Applications |
STAT151A |
|
Upper Division |
| Sampling Surveys |
STAT152 |
|
Upper Division |
| Introduction to Time Series |
STAT153 |
|
Upper Division |
| Modern Statistical Prediction and Machine Learning |
STAT154 |
|
Upper Division |
| Game Theory |
STAT155 |
|
Upper Division |
| Seminar on Topics in Probability and Statistics |
STAT157 |
|
Upper Division |
| Experimental Design |
STAT158 |
|
Upper Division |
| Reproducible and Collaborative Statistical Data Science |
STAT159 |
|
Upper Division |
| Forecasting |
STAT165 |
|
Upper Division |
| Field Study in Statistics |
STAT197 |
|
Upper Division |
| Directed Study for Undergraduates |
STAT198 |
|
Upper Division |
| Supervised Independent Study and Research |
STAT199 |
|
Upper Division |
| INTROD TO PROBAB |
STAT1A |
|
Lower Division |
| Introduction to Statistics |
STAT2 |
|
Lower Division |
| Introduction to Probability and Statistics |
STAT20 |
|
Lower Division |
| Introduction to Probability and Statistics at an Advanced Level |
STAT200A |
|
Graduate |
| Introduction to Probability and Statistics at an Advanced Level |
STAT200B |
|
Graduate |
| Introduction to Probability at an Advanced Level |
STAT201A |
|
Graduate |
| Introduction to Statistics at an Advanced Level |
STAT201B |
|
Graduate |
| Probability for Applications |
STAT204 |
|
Graduate |
| Introductory Probability and Statistics for Business |
STAT21 |
|
Lower Division |
| Theoretical Statistics |
STAT210A |
|
Graduate |
| Theoretical Statistics |
STAT210B |
|
Graduate |
| Topics in Theoretical Statistics |
STAT212A |
|
Graduate |
| Topics in Theoretical Statistics |
STAT212B |
|
Graduate |
| Data Analysis and Machine Learning for Real-World Decision Making |
STAT214 |
|
Graduate |
| Applied Statistics and Machine Learning |
STAT215A |
|
Graduate |
| Statistical Models: Theory and Application |
STAT215B |
|
Graduate |
| Masters of Statistics Capstone Project |
STAT222 |
|
Graduate |
| Linear Models |
STAT230A |
|
Graduate |
| Experimental Design |
STAT232 |
|
Graduate |
| Bayesian Statistics |
STAT238 |
|
Graduate |
| Quantitative Methodology in the Social Sciences Seminar: The Statistics of Causal Inference in the S |
STAT239A |
|
Graduate |
| Quantitative Methodology in the Social Sciences Seminar |
STAT239B |
|
Graduate |
| Freshman Seminars |
STAT24 |
|
Lower Division |
| Nonparametric and Robust Methods |
STAT240 |
|
Graduate |
| Introduction to Statistical Computing |
STAT243 |
|
Graduate |
| Computing for Statistics and Data Science with Julia |
STAT244 |
|
Graduate |
| Analysis of Time Series |
STAT248 |
|
Graduate |
| Stochastic Analysis with Applications to Mathematical Finance |
STAT251 |
|
Graduate |
| Modern Statistical Prediction and Machine Learning |
STAT254 |
|
Graduate |
| Causal Inference |
STAT256 |
|
Graduate |
| Reproducible and Collaborative Statistical Data Science |
STAT259 |
|
Graduate |
| Topics in Probability and Statistics |
STAT260 |
|
Graduate |
| Forecasting |
STAT265 |
|
Graduate |
| Statistical Consulting |
STAT272 |
|
Graduate |
| Statistics Research Seminar |
STAT278B |
|
Graduate |
| Directed Study for Graduate Students |
STAT298 |
|
Graduate |
| Individual Study Leading to Higher Degrees |
STAT299 |
|
Graduate |
| Introduction to Programming in R |
STAT33A |
|
Lower Division |
| Introduction to Advanced Programming in R |
STAT33B |
|
Lower Division |
| Professional Preparation: Teaching of Probability and Statistics |
STAT375 |
|
Graduate |
| Freshman/Sophomore Seminar |
STAT39D |
|
Lower Division |
| Individual Study for Master's Candidates |
STAT601 |
|
Graduate |
| Individual Study for Doctoral Candidates |
STAT602 |
|
Graduate |
| Statistics Colloquium |
STAT700 |
|
Graduate |
| Linear Algebra for Data Science |
STAT89A |
|
Lower Division |
| Special Topics in Probability and Statistics |
STAT94 |
|
Lower Division |
| Field Study in Statistics |
STAT97 |
|
Lower Division |
| Directed Group Study |
STAT98 |
|
Lower Division |
| Principles & Techniques of Data Science |
STATC100 |
|
Upper Division |
| Data, Inference, and Decisions |
STATC102 |
|
Upper Division |
| Statistical Methods for Data Science |
STATC131A |
|
Upper Division |
| Probability for Data Science |
STATC140 |
|
Upper Division |
| Principles and Techniques of Data Science |
STATC200C |
|
Graduate |
| Probability Theory |
STATC205A |
|
Graduate |
| Probability Theory |
STATC205B |
|
Graduate |
| Advanced Topics in Probability and Stochastic Process |
STATC206A |
|
Graduate |
| Advanced Topics in Probablity and Stochastic Processes |
STATC206B |
|
Graduate |
| The Statistics of Causal Inference in the Social Science |
STATC236A |
|
Graduate |
| Quantitative Methodology in the Social Sciences Seminar |
STATC236B |
|
Graduate |
| The Statistics of Causal Inference in the Social Science |
STATC239A |
|
Graduate |
| Quantitative Methodology in the Social Sciences Seminar |
STATC239B |
|
Graduate |
| Statistical Learning Theory |
STATC241A |
|
Graduate |
| Advanced Topics in Learning and Decision Making |
STATC241B |
|
Graduate |
| Introduction to Modern Biostatistical Theory and Practice |
STATC245A |
|
Graduate |
| Biostatistical Methods: Survival Analysis and Causality |
STATC245B |
|
Graduate |
| Biostatistical Methods: Computational Statistics with Applications in Biology and Medicine |
STATC245C |
|
Graduate |
| Biostatistical Methods: Computational Statistics with Applications in Biology and Medicine II |
STATC245D |
|
Graduate |
| Statistical Genomics |
STATC245E |
|
Graduate |
| Statistical Genomics |
STATC245F |
|
Graduate |
| Longitudinal Data Analysis |
STATC247C |
|
Graduate |
| Quantitative/Statistical Research Methods in Social Sciences |
STATC261 |
|
Graduate |
| Foundations of Data Science |
STATC8 |
|
Lower Division |
| Probability and Mathematical Statistics in Data Science |
STATC88S |
|
Lower Division |
| Introduction to Computational Thinking with Data |
STATC8R |
|
Lower Division |
| Special Study for Honors Candidates |
STATH195 |
|
Upper Division |
| Introductory Probability and Statistics for Business |
STATW21 |
|
Lower Division |
| DegreeView |
|
|
|