Minimizing the cost function: Gradient descent

How the gradient descent algorithm works and implements in python?

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Imagine you are at the top of a mountain and want to descend. There may be many available paths, but you want to reach the bottom with a minimum number of steps. How can you come up with a solution? To answer that question, we will solve the gradient descent problem.