Within the ever-evolving landscape of artificial intelligence and machine Understanding, algorithms serve as the spine of innovation. Amid them, one stands out as arguably essentially the most very important: gradient descent. This optimization algorithm powers all the things from basic linear regression to intricate neural networks that drive pres