Current Teaching
- Material for 2020 ENAR Short Course on Statistical Network Analysis in Biology, including the slides and a zip file containing codes and data for demos. Additional material for NetGSA demo can be found on the netgsa-github page under vignettes.
- Slides for 2019 JSM Roundable on Omics Data Integration.
- Material for SISG Module on Pathway and Network Analysis of Omics Data. Please make sure to install the packages if you would like to follow along.
- Material for 2018 short course on Introduction to Statistical Learning in Iran, including slides and R-code. Please make sure to install the packages if you would like to follow along.
- Slides for 2017 short course on Introduction to Statistical Learning at the International Society for Business and Industrial Statistics:
slides.
- Material for 2016 JSM-CE course on Statistical Methods for Unsupervised Learning:
slides and R-codes for
dimension reduction and clustering.
Past Courses
- Spring 2018: STAT/BIOSTAT 527 --
Nonparametric Regression and Classification (authentication required)
Dept. of Biostatistics, University of Washington
- Spring 2017: BIOSTAT 546 --
Machine Learning for Biomedical Big Data (authentication required)
Dept. of Biostatistics, University of Washington
- Summer 2013: BIOSTAT 563 -- Summer Computing and Research (authentication required)
Dept. of Biostatistics, University of Washington
- Winter 2013: BIOSTAT 578b -- Computing Extras for BIOST 518 (authentication required)
Dept. of Biostatistics, University of Washington
- Autumn 2012: BIOSTAT 578c -- Computing Extras for BIOST 517 (authentication required)
Dept. of Biostatistics, University of Washington
- Winter 2012: BIOSTAT 578b -- Computing Extras for BIOST 518 (authentication required)
Dept. of Biostatistics, University of Washington
- Fall 2011: BIOSTAT 578c -- Computing Extras for BIOST 517 (authentication required)
Dept. of Biostatistics, University of Washington
- Summer 2009: Introduction to Probability and Statistics for Business
(STT 315),
Dept. of Statistics and Probability, Michigan State University
- Summer 2008: Statistical Methods
(STT 200),
Dept. of Statistics and Probability, Michigan State University
- Spring 2007: Introduction to Statistical Reasoning (STAT 100),
Dept. of Statistics, University of Michigan
- Summer 2005: Discrete Mathematics (CSE 260),
Dept. of Computer Science and Engineering, Michigan State University
- Summer 2003: Discrete Mathematics (CSE 260),
Dept. of Computer Science and Engineering, Michigan State University