In the at any time-evolving landscape of artificial intelligence and equipment learning, algorithms function the spine of innovation. Between them, just one stands out as arguably one of the most vital: gradient descent. This optimization algorithm powers every thing from uncomplicated linear regression to complicated neural networks that travel mo