Neural networks feel almost magical today, driving everything from speech assistants to self‑driving cars. But behind the magic lies a beautifully simple idea: combine many tiny computing units, stack them in layers, and let them learn from examples. In this chapter, we’ll pull back the curtain and see exactly how these layers are wired together and what gives them the power to model anything from a straight line to a human face.