• March 8, 2026

I notice you're asking about — but there's no widely known ML textbook by a single author "Sridhar" in standard academic or technical publishing (e.g., from Pearson, Wiley, O'Reilly, MIT Press, etc.).

[ J(w) = \frac{1}{2m} \sum_{i=1}^m (h_w(x^{(i)}) - y^{(i)})^2 ]

We minimize Mean Squared Error (MSE):

[ w_j := w_j - \alpha \frac{\partial J(w)}{\partial w_j} ]

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