The backpropagation algorithm
One of the lectures in my Machine Learning class briefly described the backpropagation algorithm used in neural networks. I wasn’t very satisfied with how the lecture notes described it, and there were many details I didn’t understand. Fortunately, this chapter from Raul Rojas’ Neural Networks: a Systematic Introduction does a much better and detailed job of describing the algorithm. Hope it helps!