Question: Derive the gradient for the log-likelihood function of the probit regression model in Eq. (11.12). Based on this, derive a learning algorithm for probit regression

Derive the gradient for the log-likelihood function of the probit regression model in Eq. (11.12). Based on this, derive a learning algorithm for probit regression using the gradient-descent method.

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