An equation representing the perceptron, a binary classifier and one of the first neural networks and the real hardware implementing it.

Math for Experimental AIs and Neural Networks

Nothing scary

We all have our preferred methods of understanding complex concepts. For me, illustrations and plain language have always been my go-to tools. Take, for instance, this illustrated explainer on Neural Networks that I penned some years ago :