In the ever-evolving landscape of artificial intelligence and machine Studying, algorithms serve as the spine of innovation. Amid them, a single stands out as arguably one of the most vital: gradient descent. This optimization algorithm powers every thing from simple linear regression to intricate neural networks that travel modern day AI programs