From the at any time-evolving landscape of artificial intelligence and machine learning, algorithms function the backbone of innovation. Among the them, just one stands out as arguably quite possibly the most important: gradient descent. This optimization algorithm powers almost everything from simple linear regression to advanced neural networks t