Inside the ever-evolving landscape of artificial intelligence and machine Mastering, algorithms function the spine of innovation. Among them, a single stands out as arguably the most essential: gradient descent. This optimization algorithm powers anything from simple linear regression to complex neural networks that drive contemporary AI applicatio