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Master's

Master of Science in Statistical Data Science

Texas A&M University College of Arts and Sciences 53 courses

About This Program

This program provides comprehensive and balanced training in statistical methods, computational statistics and statistical theory.

Degree Requirements

Graduate Courses in This Department

Courses the Texas A&M University Catalog lists for this department. This is not a degree plan; requirements are set by the program.

Code Course Title Credits
STAT 600 Reproducible Computations in Machine Learning 3
STAT 601 Statistical Analysis 4
STAT 604 Topics in Statistical Computations 3
STAT 605 Advanced Statistical Computations 3
STAT 607 Sampling 3
STAT 608 Regression Analysis 3
STAT 610 Theory of Statistics - Distribution Theory 3
STAT 611 Theory of Statistics - Inference 3
STAT 612 Theory of Linear Models 3
STAT 613 Statistical Methodology I 3
STAT 614 Probability for Statistics 3
STAT 615 Stochastic Processes 3
STAT 616 Statistical Aspects of Machine Learning I: Classical Multivariate Methods 3
STAT 618 Statistical Aspect of Machine Learning II: Modern Techniques 3
STAT 620 Asymptotic Statistics 3
STAT 621 Advanced Stochastic Processes 3
STAT 624 Databases and Computational Tools Used in Big Data 3
STAT 626 Methods in Time Series Analysis 3
STAT 630 Overview of Mathematical Statistics 3
STAT 631 Statistical Methods in Finance 3
STAT 632 Statistical Methodology II-Bayesian Modeling and Inference 3
STAT 633 Advanced Bayesian Modeling and Computation 3
STAT 636 Multivariate Analysis and Statistical Learning for Network Data 3
STAT 638 Introduction to Applied Bayesian Methods 3
STAT 639 Data Mining and Analysis 3
STAT 641 The Methods of Statistics I 3
STAT 642 The Methods of Statistics II 3
STAT 645 Applied Biostatistics and Data Analysis 3
STAT 646 Statistical Bioinformatics 3
STAT 647 Spatial Statistics 3
STAT 648 Applied Statistics and Data Analysis 3
STAT 649 Communication Skills in Statistical Research, Teaching and Consulting 3
STAT 650 Statistical Foundation For Data Science 3
STAT 651 Statistics in Research I 3
STAT 652 Statistics in Research II 3
STAT 653 Statistics in Research III 3
STAT 654 Statistical Computing with R and Python 3
STAT 656 Applied Analytics 3
STAT 657 Advanced Programming Using SAS 3
STAT 659 Applied Categorical Data Analysis 3
STAT 660 Flexible Regression 3
STAT 665 Statistical Application of Wavelets 3
STAT 673 Time Series Analysis I 3
STAT 674 Time Series Analysis II 3
STAT 681 Seminar 1
STAT 683 Data Science Capstone 3
STAT 684 Professional Internship 1-3
STAT 685 Directed Studies 1-6
STAT 689 Special Topics in... 1-4
STAT 691 Research 1-23
STAT 692 Statistical Consulting 2
STAT 693 Statistical Consulting and Ethics 1
STAT 695 Frontiers in Statistical Research 1

Click a course code or title to read the full course description.

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Program and course information is reproduced from each university's published academic catalog for informational purposes and may change. Always confirm current requirements with your university. We are an independent academic support service and are not affiliated with or endorsed by the universities listed.

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