The optimization function, gradient descent in our example, will help us find the weights that will hopefully yield a smaller loss in the next iteration. Although backpropagation has its flaws, it’s still an effective model for testing and refining the performance of neural networks. Now that we understand the pros and cons of this algorithm, […]