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Linear regression is a linear model of the relationship between the independent variables and the dependent variables. For a basic understanding, check out the regression analysis.

Hypothesis Class


    \begin{align*}\mathcal{H}=\{h(\mathbf{x}, \theta)= \langle \theta, \mathbf{x} \rangle: \theta \in \mathbb{R}^d\}\end{align*}

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