Basic Machine Learning

Topics

• H20 integration
• Lasso
• Random forest
• Gradient boosting

Readings

• Video (4 min): How to set up H2O in Stata
• Video (7 min): Lasso for prediction and model selection
• Video (3 min): Random forest and gradient boosting