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Machine Learning Fundamentals › Linear Regression

What is Linear Regression

Beginner

Answer

Linear regression is a simple and widely used machine learning method that predicts a continuous numeric value by finding a straight line relationship between input features and the target value.
Real-world example A real estate company predicts house prices based on square footage, using linear regression to estimate how much price increases for each additional square foot.

Common follow-ups: What is logistic regression, What is R squared, What is multicollinearity

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All 7 Linear Regression questions