155 courses in STATS

All courses No prerequisites

STATS 10Introduction to Statistical Reasoning5 units
STATS 12Introduction to Statistical Methods for Geography and Environmental Studies5 units
STATS 13Introduction to Statistical Methods for Life and Health Sciences5 units
STATS 15Introduction to Data Science5 units
STATS 19Fiat Lux Freshman Seminars1 units
STATS 20Introduction to Statistical Programming with R4 units
STATS 21Python and Other Technologies for Data Science4 units
STATS 35Introduction to Probability with Applications to Poker4 units
STATS 88Sophomore Seminars: Statistics2 units
STATS 89Honors Seminars1 units
STATS 89HCHonors Contracts1 units
STATS 99Student Research Program1 to 2 units
STATS 100AIntroduction to Probability4 units
STATS 100BIntroduction to Mathematical Statistics4 units
STATS 100CLinear Models4 units
STATS 101AIntroduction to Data Analysis and Regression4 units
STATS 101BIntroduction to Design and Analysis of Experiment4 units
STATS 101CIntroduction to Statistical Models and Data Mining4 units
STATS 102AIntroduction to Computational Statistics4 units
STATS 102BIntroduction to Computation and Optimization for Statistics4 units
STATS 102CIntroduction to Monte Carlo Methods4 units
STATS 105Statistics for Engineers4 units
STATS 112Statistics: Window to Understanding Diversity5 units
STATS 115Probabilistic Decision Making4 units
STATS C116Applied Bayesian Social Statistics4 units
STATS 130Getting Up to Speed with SPSS, Stata, SAS, and R4 units
STATS 131Python and Other Technologies for Data Analysis4 units
STATS 133Introduction to Text Mining Using R4 units
STATS 140XPCollaboration in Data Science4 units
STATS 141XPPractice of Data Science4 units
STATS 143Introduction to Research in Statistics4 units
STATS C145History and Theory of Statistics4 units
STATS 147Data Technologies for Data Scientists2 units
STATS M148Experience of Data Science4 units
STATS C151Experimental Design4 units
STATS 152Environmental Statistics4 units
STATS 153Hierarchical Linear Modeling4 units
STATS M154Measurement and Its Applications4 units
STATS C155Applied Sampling4 units
STATS 157Probability and Statistics Data Modeling and Analysis using Statistics Online Computational Resource4 units
STATS C160Causal Inference for Health Data4 units
STATS C161Introduction to Machine Learning and Artificial Intelligence4 units
STATS C163Generative Data Science4 units
STATS C167Introduction to Databases4 units
STATS M169Causality X4 units
STATS 170Introduction to Time-Series Analysis4 units
STATS M171Introduction to Spatial Statistics4 units
STATS C173Applied Geostatistics4 units
STATS 175Statistics for Spatial Data4 units
STATS C180Introduction to Bayesian Statistics4 units
STATS 182Fundamentals of Scientific Writing2 units
STATS C183Statistical Models in Finance4 units
STATS 184Societal Impacts of Data2 units
STATS 186Careers in Statistics1 units
STATS 188SBIndividual Studies for USIE Facilitators1 units
STATS 188SCIndividual Studies for USIE Facilitators2 units
STATS 188SAIndividual Studies for USIE Facilitators1 units
STATS 189Advanced Honors Seminars1 units
STATS 189HCHonors Contracts1 units
STATS 195Community or Corporate Internships in Statistics4 units
STATS 199Directed Research in Statistics1 to 4 units
STATS 200AApplied Probability4 units
STATS 200BTheoretical Statistics4 units
STATS 200CHigh Dimensional Statistics4 units
STATS 201AResearch Design, Sampling, and Analysis4 units
STATS 201BStatistical Modeling and Learning4 units
STATS 201CAdvanced Modeling and Inference4 units
STATS 202AStatistics Programming4 units
STATS 202BMatrix Algebra and Optimization4 units
STATS 202CMonte Carlo Methods for Optimization4 units
STATS 203Large Sample Theory, Including Resampling4 units
STATS 205Hierarchical Linear Models4 units
STATS 206Modern Survey Methods4 units
STATS 207Statistical Learning with Sparsity4 units
STATS 208Statistical Learning Theory4 units
STATS 210Computer Intensive Methods4 units
STATS 211Topics in Economics and Machine Learning4 units
STATS 212Graphical Models4 units
STATS 213Synthetic Data Generation4 units
STATS C216Applied Bayesian Social Statistics4 units
STATS 218Statistical Analysis of Networks4 units
STATS 219Topics in Reinforcement Learning4 units
STATS 221Time-Series Analysis4 units
STATS M222Spatial Statistics4 units
STATS C225Experimental Design4 units
STATS M230Statistical Computing4 units
STATS 231BMethods of Machine Learning4 units
STATS 231CTheories of Machine Learning4 units
STATS M231APattern Recognition and Machine Learning4 units
STATS M232AStatistical Modeling and Learning in Vision and Cognition4 units
STATS M232BStatistical Computing and Inference in Vision and Cognition4 units
STATS M232CCognitive Artificial Intelligence4 units
STATS M235Modern Environmental Statistics4 units
STATS C236Introduction to Bayesian Statistics4 units
STATS 238Vision as Bayesian Inference4 units
STATS 240Multivariate Analysis4 units
STATS M241Current Topics in Causal Modeling, Inference, and Reasoning4 units
STATS M242Multivariate Analysis with Latent Variables4 units
STATS M243Logic, Causation, and Probability4 units
STATS M244Statistical Analysis with Latent Variables4 units
STATS C245History and Theory of Statistics4 units
STATS 246Statistical Model Selection4 units
STATS CM248Applied Sampling4 units
STATS M250Statistical Methods for Epidemiology4 units
STATS M254Statistical Methods in Computational Biology4 units
STATS 256Causality4 units
STATS C260Causal Inference for Health Data4 units
STATS C261Introduction to Machine Learning and Artificial Intelligence4 units
STATS C263Generative Data Science4 units
STATS C267Introduction to Databases4 units
STATS 271Probabilistic Models of Visual Cortex4 units
STATS C273Applied Geostatistics4 units
STATS C283Statistical Models in Finance4 units
STATS 285Seminar: Research Topics in Statistics2 to 4 units
STATS M286Seminar: Statistical Problem Solving for Population Biology2 units
STATS 287Seminar: Gene Expression and Systems Biology2 units
STATS 290Current Literature in Statistics2 units
STATS 291XPService Learning for Graduate Statistical Consulting4 units
STATS 292Graduate Student Statistical Packages Seminar1 to 2 units
STATS 294Scientific Writing2 units
STATS 296Participating Seminar: Statistics1 to 2 units
STATS 297SLService Learning and Community Learning for Statistics2 to 4 units
STATS 400Introduction to Probability Modeling4 units
STATS 401Survey of Methods in Modern Statistics4 units
STATS 402Applied Regression4 units
STATS 403Mathematical Statistics4 units
STATS 404Statistical Computing and Programming4 units
STATS 405Data Management4 units
STATS 411Multivariate Statistical Analysis4 units
STATS 412Advanced Regression and Predictive Modeling4 units
STATS 413Machine Learning and Artificial Intelligence4 units
STATS 414From Predictive Artificial Intelligence to Generative Artificial Intelligence4 units
STATS 415Introduction to Forecasting4 units
STATS 416Spatial-Temporal Point Processes and Geostatistical Applications4 units
STATS 417Models in Finance4 units
STATS 418Tools in Data Science4 units
STATS 419Experimental Design4 units
STATS 420Causal Inference4 units
STATS 421Advanced Statistical Communication4 units
STATS 422Data Visualization4 units
STATS 423Longitudinal Data Analysis4 units
STATS 424Teamwork and Leadership in Data Science4 units
STATS 425Large Language Models in Text Mining4 units
STATS 426Deep Learning4 units
STATS 427Applied Bayesian Statistics4 units
STATS 428Applied SQL for Data Science4 units
STATS 429Statistical Consulting in Data Science4 units
STATS 495ATeaching College Statistics2 units
STATS 495BTeaching College Statistics2 units
STATS 496Statistics Internship2 to 4 units
STATS 497Directed Individual Study or Research2 to 8 units
STATS 498MAS Thesis Research2 to 8 units
STATS 596Directed Individual Study or Research2 to 8 units
STATS 598MS Thesis Research2 to 12 units
STATS 599PhD Dissertation Research2 to 12 units