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Inside the at any time-evolving landscape of artificial intelligence and machine Understanding, algorithms serve as the backbone of innovation. Among them, one stands out as arguably one of the most critical: gradient descent. This optimization algorithm powers almost everything from very simple linear regression to intricate neural networks that d