During the ever-evolving landscape of artificial intelligence and machine Studying, algorithms function the spine of innovation. Among them, 1 stands out as arguably the most essential: gradient descent. This optimization algorithm powers all the things from very simple linear regression to advanced neural networks that generate present day AI apps