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Regression Modeling

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Build predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction, trend forecasting, and relationship quantification

skills/regression-modeling/SKILL.md

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# Regression Modeling

## Overview

Regression modeling predicts continuous target values based on input features, establishing quantitative relationships between variables for forecasting and analysis.

## When to Use

- Predicting sales, prices, or other continuous numerical outcomes
- Understanding relationships between independent and dependent variables
- Forecasting trends based on historical data
- Quantifying the impact of features on a target variable
- Building baseline models for comparison with more complex algorithms
- Identifying which variables most influence predictions
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