Question: Assume that a dataset of (N) binary values, (x_{1}, ldots, x_{N}), was sampled from a Bernoulli. Compute the maximum likelihood estimate for the Bernoulli parameter.

Assume that a dataset of \(N\) binary values, \(x_{1}, \ldots, x_{N}\), was sampled from a Bernoulli. Compute the maximum likelihood estimate for the Bernoulli parameter.

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