Teaching

Courses, short courses, and workshops — mostly about doing real work in R.

2025 Excellence in Teaching Award, Johns Hopkins.

  • 2023–
    Advanced Data Science I and II JHSPH · Co-instructor

    Applied statistics, data analysis and computing, from machine learning and resampling to high-performance computing and databases.

  • 2014–2020
    Introduction to R for Public Health Researchers JHSPH Winter & Summer Institutes · Co-instructor

    One-week intensive course co-developed with Andrew Jaffe.

  • 2020
    R Package Development ENAR · Instructor

    Tutorial on building, testing and releasing R packages.

  • 2019
    R Software Development Workshop Statistical Methods in Imaging (SMI) · Instructor

    Two-hour workshop for 40 statisticians, with Amanda Mejia.

  • 2018
    Neuroimaging Analysis within R ENAR · Instructor

    Four-hour short course for statisticians.

  • 2017
    Neuroimaging Analysis within R ISBI · Instructor

    Four-hour tutorial for biomedical engineers.

  • 2016–2017
    Advanced Data Science JHSPH · Co-instructor

    Hands-on introduction to applied statistics and data analysis.

  • 2015
    A Tutorial for Multisequence Clinical Structural Brain MRI ENAR · Instructor

    Three-hour tutorial for 35 statisticians.

  • 2015
    Neurohacking with R Coursera · Instructor

    MOOC on neuroimage processing and statistical analysis entirely within R.

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Course sites & tutorials