From the ever-evolving landscape of synthetic intelligence and equipment Studying, algorithms function the spine of innovation. Amid them, one particular stands out as arguably quite possibly the most important: gradient descent. This optimization algorithm powers anything from straightforward linear regression to complex neural networks that drive