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Curve-Fitting-Linear-Regression-

Generate noisy observations (x, t) (training data points), assuming Gaussian noise. Estimate the regression coefficients w by minimizing

(1) the sum-of-squares error.

(2) Re-formulate the problem in a Bayesian approach by introducing a prior distribution p(w|α) over the coefficients and Solve the Bayesian linear regression problem

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