Inside the ever-evolving landscape of artificial intelligence and machine Understanding, algorithms serve as the spine of innovation. Among them, just one stands out as arguably probably the most crucial: gradient descent. This optimization algorithm powers every thing from very simple linear regression to advanced neural networks that generate con