Current Courses
University of South Carolina
Instructor
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STAT 530: Applied Multivariate Statistics and Data Mining. Spring 2025
Textbooks:
- An Introduction to Multivariate Analysis with R (2011), by Brian Everitt and Tolsten Holthorn. (available as a free (possibly only via USC computers) download at the textbook site).
- An Introduction to Statistical Learning with Applications in R (2013), by James, Witten, Hastie, and Tibshirani (available as free download at the ISL textbook site).
Programming Language: R
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STAT 509: Statistics for Engineers. Fall 2024
Course page: Blackboard
Past Courses
Southwestern University of Finance and Economics
Instructor
Undergraduate Course
- Machine Learning and Data Mining. Fall 2023, Spring 2023, Fall 2022, Spring 2022
Graduate Course
- An Introduction to Machine Learning. Fall 2023
- Reading & Writing Scientific Articles: Advanced Topics in Machine Learning. Spring 2024, Spring 2023, Spring 2022
Columbia University
Co-Instructor (Graduate Course)
- Statistical Collaboration for Interdisciplinary Research. Spring 2018