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Core ML Concepts · beginner · concept 11 of 311 · Updated Nov 4, 2026

Linear Regression

The simplest ML model, fits a straight line (or hyperplane) through data points to predict a continuous value. Despite its simplicity, it's the starting point for understanding all regression models.

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Key terms

SlopeInterceptLeast squaresR-squaredCoefficients

Videos

▶ Linear Regression, Clearly Explained!!! ↗

StatQuest with Josh Starmer · YouTube

▶ The Essence of Linear Regression!!! ↗

StatQuest with Josh Starmer · YouTube

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