Inside the ever-evolving landscape of artificial intelligence and equipment Mastering, algorithms serve as the spine of innovation. Amid them, a single stands out as arguably essentially the most crucial: gradient descent. This optimization algorithm powers everything from basic linear regression to complicated neural networks that push modern AI a