At Stanford:

Course CodeCourse NameInstructor
CME 308Stochastic Methods in EngineeringPeter Glynn
ECON 272Intermediate Econometrics III: Methods for Applied EconometricsGuido Imbens
EE 364AConvex Optimization IStephen Boyd
STATS 300ATheory of Statistics IJoseph Romano
STATS 300BTheory of Statistics IITselil Schramm
STATS 300CTheory of Statistics IIIEmmanuel Candes
STATS 305AApplied Statistics ITrevor Hastie
STATS 310ATheory of Probability IPersi Diaconis
STATS 361Causal InferenceStefan Wager
STATS 371Applied Bayesian StatisticsWing H Wong
CME 302Numerical Linear AlgebraEric Darve
MS&E 319Matching TheoryAmin Saberi
MS&E 379Social Data AnalysisCharles Eesley
STATS 209Introduction to Causal InferenceDominik Rothenhaeusler
STATS 264Foundations of Statistical and Scientific InferenceSteven Goodman


At NYU:

(-Ux stands for undergraduate level; -Gx stands for graduate level)

Probability & Statistics

Course CodeCourse NameInstructor
DS-GA 3001Applied StatisticsYanjun Han
DS-GA 1020Mathematical StatisticsJonathan Niles-Weed
DS-GA 3001Probability and Statistics 2Carlos Fernandez-Granda
STAT-UB 21Introduction to Stochastic ProcessesHalina Frydman
DS-UA 9201Causal InferenceJudith Abécassis
MATH-UA 235Probability and StatisticsAntoine Cerfon
STAT-UB 3Regression and Forecasting ModelLucius Riccio

Statistical & Machine Learning

Course CodeCourse NameInstructor
MATH-GA 2840Theory of Deep LearningArthur Jacot
DS-GA 3001Modern Topics in Statistical Learning TheoryQi Lei
CSCI-GA 3033Machine Learning for HealthcareRajesh Ranganath
DS-UA 301Advanced Techniques in Machine Learning and Deep LearningParijat Dube
CSCI-UA 475Predictive AnalyticsAnasse Bari
CSCI-UA 473Introduction to Machine LearningLerrel Pinto

Data Science

Course CodeCourse NameInstructor
CSCI-UA 479Data Management and AnalysisMatthew Zeidenberg
DS-UA 202Predictive AnalyticsElisha Cohen
DS-UA 112Introduction to Machine LearningPascal Wallisch

Mathematical & Algorithmic Foundations

Course CodeCourse NameInstructor
MATH-UA 325Real AnalysisMichal Shavit
MATH-UA 140Linear AlgebraSimon Becker
MATH-UA 123Multivariable and Vector CalculusDaniel Stein
MATH-UA 120Discrete MathematicsHasan Oveys
CSCI-UA 310AlgorithmsAreeba Ikram
CSCI-UA 201Computer Systems OrganizationHasan Aljabbouli
CSCI-UA 102Data StructuresAnasse Bari