During the at any time-evolving landscape of synthetic intelligence and device Discovering, algorithms function the backbone of innovation. Amid them, a single stands out as arguably quite possibly the most important: gradient descent. This optimization algorithm powers all the things from uncomplicated linear regression to intricate neural network