Teaching
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DATA 371 - Machine Learning I
CSCI 405 - Analysis of Algorithms and Data Structures II
CSCI 305 - Analysis of Algorithms and Data Structures I
CSCI 417 Fall 2020 - Machine Learning Algorithms
BIO 419/519 (UW) Winter 2019 - Data Science for Biologists
AMATH 422/522 (UW) Fall 2017 -
Introduction to Computational Models in Biology
Online Talks
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See the presentations page for links to presentation PDFs
Role and limits of inhibition in an excitatory burst generator -
Banff International Research Station, 2015
Summer Schools
I taught at the CNeuro 2022 summer school in Basel, Switzerland.
I was an instructor at the 2016 "summer camp" for graduate student and postdoctoral neuroscientists. We taught computational neuroscience techniques and scientific Python programming, including how to use the Allen Institute for Brain Science SDK to access and analyze their data. To teach, we developed a set of Jupyter notebooks, interactive Python worksheets with coding examples, documentation, and exercises.
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SWDB code
Connectivity notebook from my team
SWDB video