Within the at any time-evolving landscape of synthetic intelligence and machine learning, algorithms function the spine of innovation. Among them, one particular stands out as arguably probably the most critical: gradient descent. This optimization algorithm powers every thing from straightforward linear regression to advanced neural networks that