Data science in biology

Foundational courses

These courses introduce you to the basic principles of data analysis in biology.

• Quick introduction to data analysis
• Basic statistics with Python
• Basic statistics with R
• ANOVA with R
• RNA-Seq data analysis
• Biocybernetics

Machine learning

These courses explore statistical model building in more depth.

• Linear regression with R
• Nonlinear regression with R
• Generalized linear methods with R

Planned courses

• Clustering methods
• Classification methods
• Regression with artificial neural networks