While in the ever-evolving landscape of artificial intelligence and equipment learning, algorithms function the spine of innovation. Between them, one particular stands out as arguably by far the most critical: gradient descent. This optimization algorithm powers every thing from uncomplicated linear regression to complex neural networks that drive