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These collections of courses are organized around specific disciplines and domains. Be aware that the courses listed are not necessarily offered every semester and sometimes are offered in other semesters.  All are 3 credits except where noted otherwise.

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Applied Statistics (PRIISM/Steinhardt)

  • APSTA-GE 2004: Advanced Modeling I: Multivariate Analysis
  • APSTA-GE 2012: Causal Inference: Statistical Methods For Program Evaluation and Policy Research
  • APSTA-GE 2013: Missing Data
  • APSTA-GE 2014: Adv Topics in Quant Meth: Statistical Analysis of Networks
  • APSTA-GE 2015: Adv Topics in Quant Meth: Applied Spatial Statistics
  • APSTA-GE 2016: Factor Scoring and Practical Issues in Scaling
  • APSTA-GE 2040: Multilevel Models: Growth Curves
  • APSTA-GE 2041: Practicum In Multi-Level Models
  • APSTA-GE 2042: Multilevel Models: Nested-Data Models
  • APSTA-GE 2094: Factor Analysis and Structural Equation Modeling
  • APSTA-GE 2110: Applied Statistics: Using Large Databases in Education Research
  • APSTA-GE 2134 Experimental and Quasi-Experimental Design
  • APSTA-GE 2997: Advanced Methods in Health and Policy Research (Generalized Linear Models)
  • RESCH-GE 2139: Survey Research Methods I
  • PUHE-GE 2306: Epidemiology

Artificial Intelligence

  • CSCI-GA.2271-001: Computer Vision
  • CSCI-GA.2560-001: Artificial Intelligence
  • CSCI-GA.2965-001: Heuristic Problem Solving
  • CSCI-GA.3033-009: Speech Recognition
  • CSCI-GA.3033-001: Statistical Natural Language Processing
  • CSCI-GA.2590-001: Natural Language Processing
  • CSCI-GA-2566-001: Foundations of Machine Learning
  • CSCI-GA.3033-004: Social Networks

Biology And Bioinformatics

  • MATH-GA 2852.002/BIOL-GA 1131.001: Biophysical Modeling of Cells & Populations
  • MATH-GA 2852.001/BIOL-GA 2852.001: Stochastic Problems in Cellular, Molecular and Neural Science
  • MATH-GA.2851.001: Advanced Topics in Math Biology
  • BI 7513: Chemical Foundation For Bioinformatics (NYU-Poly)
  • BI 7523: Biological Foundation For Bioinformatics (NYU-Poly)
  • BI 7543: Bioinformatics II: Protein Structure (NYU-Poly)
  • BI 7553: Bioinformatics III: Functional Prediction (NYU-Poly)
  • BI 7623: Systems Biology: -Omes and -Omics (NYU-Poly)
  • BI 7643: Computational Tools Perl & Bioperl (NYU-Poly)
  • BI 7633: Microarray Data Analysis (NYU-Poly)
  • BI 7543: Bioinformatics II: Protein Structure (NYU-Poly)
  • BI 7653: Next Generation Sequence Analysis (NYU-Poly)
  • BI 7843: Molecular Modeling and Simulation (NYU-Poly)
  • BI 7533: Bioinformatics I: Sequence Analysis (NYU-Poly)
  • BI 7613: Introduction to Systems Biology (NYU-Poly)
  • BIOL-GA.1130: Applied Genomics: Introduction to Bioinformatics and Network Modeling (4 Credits)
  • BIOL-GA.1009: Biological Databases and Datamining (4 Credits)
  • CSCI-GA.2520-001/BIOL-GA.1127: Bioinformatics & Genomes (4 Points)

Biostatistics

  • EHSC-GA 2304: Advanced Topics in Biostatistics
  • EHSC-GA 2330: Advanced Topics in Survival Analysis
  • EHSC-GA 2331: Advanced Topics in Data Mining with Applications to Genomics
  • EHSC-GA 2303: Introduction to Biostatistics
  • EHSC-GA 2047: Introduction to Survival Analysis
  • EHSC-GA 2306: Methods of Applied Statistics and Data Mining with Applications to Biology and Medicine
  • EHSC-GA 2332: Methods for the Analysis of Longitudinal Data
  • EHSC-GA 2045: Methods for Categorical Data Analysis in Health Sciences Research
  • EHSC-GA2335: Sampling Methods and Applications in Health Surveys
  • EHSC-GA2313: Statistical Problems in Medicine and Biology
  • EHSC-GA 2333: Introduction to Measurement Error in Biomedical Research
  • EHSC-GA 2334: Statistical Methods in Genetics and Genetic Epidemiology
  • EHSC-GA 2335: Sampling Methods and Applications in Health Surveys
  • EHSC-GA 2336: Introduction to Statistical Inference
  • EHSC-GA 2337: Causal Inference in Observational Studies
  • EHSC-GA 2338: Statistical Methods for Clinical and Translational Research

Business

  • OPMG-GB.2351.30: Advanced Decision Models
  • ECON-GB.2355: Behavioral Economics: Decisions and Strategies
  • MKTG-GB.2354: Data Driven Decision Making
  • OPMG-GB.2350: Decision Models
  • ECON-GB.3351.01: Econometrics I
  • STAT-GB.2302: Forecasting Time Series Data
  • MGMT-GB.3351: Game Theory
  • FINC-GB.3121: Topics In Hedge Fund Strategies
  • STAT-GB.2301: Regression and Multivariate Data Analysis
  • STAT-GB.3127: Statistical Aspects of Market Risk
  • STAT-GB.3302.0: Statistical Inference and Regression Analysis
  • STAT-GB.2301: Regression and Multivariate Data Analysis
  • STAT-GB.2302: Forecasting Time Series Data
  • STAT-GB.2308: Applied Stochastic Processes For Financial Models
  • STAT-GB.2309: Mathematics of Investment
  • STAT-GB.3304: Advanced Theory of Statistics
  • STAT-GB.3305: Bayesian Inference and Statistical Decision Theory
  • STAT-GB.3306: Time Series Analysis
  • STAT-GB.3308: Sampling Techniques
  • STAT-GB.3309: Experimental Design
  • STAT-GB.3314: Statistical Computing and Sampling Methods With Applications to Finance
  • STAT-GB.3383: Frequency Domain Time Series Analysis

Center for Urban Science and Progress (CUSP)

  • CUSP-GX.5002: Urban ICT and City Operations
  • CUSP-GX.5001: Foundations of Urban Science
  • CUSP-GX.5003: Principles of Urban Informatics

Economics

  • ECON-G31.1003: Microeconomic Theory
  • ECON-G31.1005: Macroeconomic Theory I
  • ECON-G31.1101: Applied Statistics and Econometrics I
  • ECON-G31.1102: Applied Statistics and Econometrics II
  • ECON-G3351.01: Econometrics I

General Computer Science

Large-Scale Computation

  • CSCI-GA.2112-001 & MATH-GA.2043.001: Scientific Computing
  • CSCI-GA.2945-001: High Performance Scientific Computing
  • CSCI-GA.3033-011: Cloud Computing: Concepts And Practice
  • CSCI-GA.3033-012: Multicore Processors: Architecture & Programming
  • CSCI-GA.2434-001: Advanced Database Systems
  • CSCI-GA.3033-008: Special Topics: Realtime and Big Data Analytics
  • CSCI-GA.3033-012: Cloud Computing
  • CSCI-GA.2580-001: Web Search Engines
  • CS6913 Web Search Engines (NYU-Poly)

Mathematical Foundations

  • CSCI-GA-2420-001/MATH.GA.2010.001: Numerical Methods I
  • MATH-GA 2020.001/CSCI-GA 2421.001: Numerical Methods II
  • MATH-GA.2901.001: Basic Probability
  • MATH-GA.2111.001: Linear Algebra (One-Term)
  • MATH-GA.2110.001: Linear Algebra I
  • CSCI-GA-2566-001: Foundations of Machine Learning
  • MATH-GA.2931.001: Advanced Topics in Probability
  • MATH-GA 2563.001: Harmonic Analysis
  • MATH-GA 2911.001: Probability: Limit Theorems I
  • MATH-GA 2912.001: Probability: Limit Theorems II
  • MATH-GA 2902.001: Stochastic Calculus

Mathematical Finance

Neuroscience

  • NEURL-GA.3042.: Mathematical Aspects of Neurophysiology
  • NEURL-GA.3235.: Information Processing and Visual Pathways
  • BMSC-GA 2440: Emerging Diseases and Bioterrorism: Disease Surveillance Epidemiology
  • BMSC-GA 2604:  Bioinformatics (4 Credits)

Music

  • MPATE-GE 2623: Music Information Retrieval

Physics

  • PHYS-GA 2000: Computational Physics

Political Science

  • POL-GA.2106: Methods of Political and Social Analysis (4 Credits)
  • POL-GA.1120: Introduction to Quantitative Political Analysis I (4 Credits)
  • POL-GA.2105: Formal Modeling in Political Science (4 Credits)
  • POL-GA.2108: Game Theory and Politics
  • POL-GA.2127: Introduction to Quantitative Political Analysis II

Psychology

  • APSY-GE 2140: Measurement: Classical Test Theory
  • APSY-GE 2141: Measurement: Modern Test Theory
  • APSY-GE 2142: Measurement And Evaluation: Psychometric Theory
  • APSY-GE 2143: Construction of Psychological Tests
  • APSY-GE 2074: Research Design and Methodology in the Behavioral Sciences II
  • PSYCH-GA.2067-001: Applied Research Methods
  • PSYCH-GA.2217 -001: Research Methods Is S/P
  • PSYCH-GA.2226-001: Psycholinguistics
  • PSYCH-GA.2248-001: Analysis of Change
  • PSYCH-GA.3393-001: Seminar in Neurolinguistics
  • PSYCH-GA.3405-001: Causal Learning
  • PSYCH-GA.3405-001: Neuroeconomics and Decision Making

Sociology

  • SOC-GA.2330: Introduction to Methods of Sociological Research (4 Points)
  • Design of Social Research (In the AQR Program)
  • Techniques of Quantitative Analysis I (In the AQR Program)
  • Techniques of Quantitative Analysis II (In the AQR Program)

Statistical And Mathematical Methods

  • CSCI-GA.2112-001 & MATH-GA.2043.001: Scientific Computing
  • CSCI-GA.2945-001: High Performance Scientific Computing
  • CSCI-GA.2945-002 & MATH-GA-2011.002: Numerical Optimization
  • CSCI-GA.2965-001: Heuristic Problem Solving
  • MATH-GA.2901.001: Basic Probability
  • MATH-GA.2962.001: Mathematical Statistics
  • CSCI-GA-2420-001/MATH.GA.2010.001: Numerical Methods I
  • MATH-GA 2020.001/CSCI-GA 2421.001: Numerical Methods II
  • CSCI-GA.2945-001 & MATH-GA.2620.002: Monte Carlo Methods
  • MATH-GA.2011.003: Analytical Methods in Computer Science
  • MATH-GA 2701.001: Methods of Applied Math
  • MATH-GA 2902.001: Stochastic Calculus
  • MATH-GA 2704.001: Applied Stochastic Analysis
  • MATH-GA 2840.002: Data Analysis Methods For High-Dimensional Time Series
  • MATH-GA 2012.001/CSCI-GA 2945.001: Monte Carlo Methods

Wagner (Public Service)

  • PADM-GP 2875: Estimating Impacts in Policy Research
  • PADM-GP 4114: Surveys and Interviews: A Laboratory on Techniques of Sampling, Designing, Conducting, and Analyzing Surveys and Interviews

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