Welcome

Modeling and inference

Data Science with R

Transform <-> visualize

Import <-> tidy

Data science ethics

• Misrepresentation
• Data privacy
• Algorithmic bias

Modeling and inference

• Fitting, interpreting, selecting, and evaluating models
• Prediction, classification, and assessing accuracy
• Making inferences and quantifying uncertainty