The custom logistic regression function is defined, which involves calculating predictions using the sigmoid function and updating weights through gradient descent. The sigmoid function is given by $( ...

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Sigmoid: Squashes inputs to a range between 0 and 1 ... Measures the average squared difference between predictions and actual values. Often used in regression tasks (e.g., predicting house prices).