Teaching
Yang Feng's teaching: NYU courses in biostatistics and machine learning, short courses on transfer learning, and the R Programming book.
NYU Courses
GPH-GU 2182 · Statistical Programming in R
Course Developer
GPH-GU 2338 · Machine Learning in Public Health
Course Developer
GPH-GU 2353/3353 · Regression I: Linear Regression and Modeling
GPH-GU 2183 · Introduction to Statistical Programming in R
Course Developer
GPH-GU 2183 · Introduction to Statistical Programming in R, Go Local Program at NYU Shanghai
GPH-GU 2505 · Social Network Data Analysis with R, with application to COVID-19
GPH-GU 2506 · Statistical and Epidemiological Evaluation of COVID-19 Studies
Short Courses & Workshop Lectures
May 2024
An Introduction to the Statistical Foundations of Transfer Learning
Mar 2023
Transfer Learning and Multi-task Learning
Aug 2019
Selected Topics in Machine Learning
July 2019
Statistical Analysis for Network Data
June 2018
Statistical Analysis for Network Data
July 2013
High-Dimensional Statistical Modeling
July 2013
Variable Selection and Classification
Book
R Programming: Zero to Pro
A hands-on, open-source guide to R for public health, statistics, and data science. Includes a companion r02pro package on CRAN with interactive exercises and datasets.