In the at any time-evolving landscape of artificial intelligence and equipment Finding out, algorithms function the spine of innovation. Among them, just one stands out as arguably quite possibly the most essential: gradient descent. This optimization algorithm powers all the things from easy linear regression to intricate neural networks that push