Machine Learning
PredictHealth's Multi-Factor Cost Models
Build on basic regression skills to develop more sophisticated prediction models. Learn to combine multiple factors, incorporate categorical variables, properly clean and prepare data, validate models, and engineer custom features to improve predictions.
Python
5 lessons
19 practices
3 hours
Course details
Predicting Insurance Costs with Multiple Regression: Age and BMI Analysis
Comparing Single vs Multi-Factor Prediction Models
Extracting Meaning from Model Coefficients
Residual Analysis Reveals Model Weaknesses
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