What is the per iteration complexity of gradient descent

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Suppose that you wanted to perform polynomial regression using gradient descent, i.e., you want to fit a polynomial of degree to your data. Explain how to do this using feature vectors. What is the per iteration complexity of gradient descent as a function of the size of your feature representation and the number of training data points?

Reference no: EM133247659

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