Teaching Experiences

I have served as a teaching assistant for both in-person and online courses spanning traffic engineering and the foundations of statistical machine learning.

Teaching Assistant

Traffic Engineering and Simulation

McGill University · Prof. Lijun Sun

Led tutorials and designed assignments for undergraduate students on the fundamentals of traffic flow and simulation.

Traffic flow fundamentals Traffic simulation Fundamental diagrams Shockwaves

Basics of Machine Learning and Data Analysis

Carnegie Mellon University · Prof. Pradeep Ravikumar

Supported an online ML foundations course with tutorials on classical regression, inference, and kernel methods.

OLS / GLS Logistic regression Bayesian inference Gaussian processes

Statistical Machine Learning

University of Oxford · Prof. Dino Sejdinovic

Assisted three cohorts with the theory and practice of statistical and deep learning methods.

MLE / LSE Linear regression PCA SVM & kernel methods Deep neural networks Bayesian optimization

Chengyuan Zhang

Teaching Experiences

Teaching Assistant

Traffic Engineering and Simulation

Basics of Machine Learning and Data Analysis

Statistical Machine Learning