While in the at any time-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 very important: gradient descent. This optimization algorithm powers anything from basic linear regression to sophisticated neural network