This badge earner understands supervised machine learning, emphasizing classification and regression, including regression concepts, best practices, and error measurement. They know how to strategize to prevent overfitting using data splitting and cross-validation. They understand regularization regressions like ridge, LASSO, and elastic net, analyzing their pros, cons, and relationships with loss functions.

• Type Validation
• Level Intermediate
• Time Days
• Cost Paid