Target Topic: Neural Network Backpropagation
Backpropagation is essentially the chain rule in action.
Update rule: W_new = W_old - η(∂E/∂W)
Visual learners often struggle with "Delta" notation. Try visualizing the error as a "mountain" you are walking down.