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Inside the at any time-evolving landscape of synthetic intelligence and machine Discovering, algorithms serve as the spine of innovation. Among the them, one particular stands out as arguably one of the most crucial: gradient descent. This optimization algorithm powers almost everything from simple linear regression to sophisticated neural networks