The Data Science Podcast. Roger Peng (the Johns Hopkins Bloomberg School of Public Health) and Hilary Parker (Stitch Fix, PO '08) talk about the latest in data science and data analysis in academia and industry. [Episode 33 (Big Time Bubble Time) includes advice for interviewing for data science jobs.]
A visual introduction to probability and statistics.
Using a data set about homes, they create a machine learning model to distinguish homes in New York from homes in San Francisco.
Great comparison of the strengths of each software system.
Statistics doesn't have to be so hard: simulate!
Blog by Rafa Irizarry, Roger Peng, and Jeff Leek
Blog by Andrew Gelman
Blog by Frank Harrell
Websites, career resources, competitions, and other communities collated by the American Statistical Association.
Resources from the American Statistical Association