While in the at any time-evolving landscape of synthetic intelligence and equipment learning, algorithms function the spine of innovation. Amid them, a single stands out as arguably quite possibly the most important: gradient descent. This optimization algorithm powers anything from basic linear regression to complicated neural networks that drive