Here you’ll find resources to help you become familiarized with the machine learning world, if you are in the intermediate stages of your biostatistic journey. For each resource, a link to the website, as well as the time commitment for the resource is provided.
Biostatistics in a nutshell – MiDATA (Approx. 1.5 hrs/week for 6 weeks)
A short 6 weeks online course where students would learn about important fundamental statistical principles by studying the analysis of real data. Topics include analyses of continuous and binary outcome variables, count data, survival time, as well as statistics of diagnostic accuracy and agreement.
CMU Intermediate Statistics – Youtube (Approx. 50 minutes/lesson for 27 lessons) Recorded lectures of Intermediate Statistics.
SAS Programming: Introduction to ANOVA, Regression, and Logistic Regression – SAS Virtual Learning Environment (21 hours)
SAS Programming course focuses on t-tests, ANOVA, linear regression and logistic regression.