Neural Networks & Deep Learning: How Machines Learn

ARQS Technology Deep-Dive Tutorial

Perceptrons, hidden layers, activation functions, weights, biases, backpropagation, loss functions and CNNs.

Designed for educators, students and independent learners. Includes concept explanations, learning objectives, discussion prompts, hands-on activity ideas and project-based learning direction.

Educational material only. Technology, regulatory and security topics should be reviewed against current authoritative sources where applicable.