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Using python implement the three versions of the gradient descent algorithm (you can use sklearn) and demonstrate the differences between them using a regression example.

Using python implement the three versions of the gradient descent algorithm (you can use sklearn) and demonstrate the differences between them using a regression example. The three versions of the gradient descent include Batch Gradient Descent (or simply Gradient Descent), Stochastic Gradient Descent, and Mini-batch Gradient Descent?

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