In the at any time-evolving landscape of artificial intelligence and machine Studying, algorithms function the backbone of innovation. Between them, just one stands out as arguably one of the most important: gradient descent. This optimization algorithm powers all the things from uncomplicated linear regression to elaborate neural networks that pus