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From the ever-evolving landscape of synthetic intelligence and equipment learning, algorithms serve as the spine of innovation. Among them, 1 stands out as arguably one of the most important: gradient descent. This optimization algorithm powers all the things from uncomplicated linear regression to advanced neural networks that push present day AI