The guide provides an offline application with 51 hands‑on labs grouped into six progressive sections, covering AI fundamentals from neurons and gradient descent to attention, RAG, agents, fine‑tuning, quantization, and model serving. Each lab includes a short lesson readable in Plain or Standard mode, and several labs execute live code rather than just animations—for instance, the attention lab runs a small trained transformer. This setup lets learners experiment with core AI concepts directly on their local machine.