Services and Activities
Reviews
I am actively reviewing for:
Teaching Assistant
EC523: Deep Learning
EK381: Probability, Statistics, and Data Science for Engineers
Biostatistics
2021 Summer Semester, East China Normal University
Lecturer: Prof. Jin Xu (ECNU), Prof. Menggang Yu (UW Madison)
Duty: computer lab instruction [download lecture notes (in Chinese) I wrote]; recitation; grading; holding office hours
Reading Club
I served as a graduate student mentor for the Directed Reading Program in Spring 2022.
Book: Machine Learning: A probabilistic Prospective by Kevin Patrick Murphy
Handouts:
Supervised and unsupervised learning, Basic concepts in ML, Fundamentals in probability [pdf]
Entropy, KL divergence, Maximum Likelihood Estimation [pdf]
MLE for Linear Regression, MLE for Logistic Regression [pdf]
Mixture Normal, EM algorithm, EM for Mixture Normal [pdf]
Research Mentoring
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