Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing

Trevor Hastie, Professor of Statistics and Biomedical Data Sciences at Stanford University - https://statistics.stanford.edu/peopl...

Robert Tibshirani, Professor of Statistics and Biomedical Data Sciences at Stanford University - https://statistics.stanford.edu/peopl...

Jonathan Taylor, Professor Statistics at Stanford University - https://statistics.stanford.edu/peopl...

You are able to take Statistical Learning as an online course on EdX, and you are able to choose a verified path and get a certificate for its completion. You can choose to take the course in R (https://www.edx.org/course/statistica) or in Python (https://www.edx.org/learn/data-analys...)

For more information about courses on Statistics, you can browse our Stanford Online Catalog: https://stanford.io/3QHRi72

0:00 Introduction
0:34 Example: Bikeshare Data
2:23 Mean/Variance Relationship
4:16 Poisson Regression Model
6:06 Poisson Regression on Bikeshare Data
7:24 Generalized Linear Models