Printed circuit boards (PCBs) are classified into three types—single-sided, double-sided, and multi-layer—based on the number of conductive layers, with single-sided boards being simple and cost-effective, double-sided boards providing enhanced connectivity, and multi-layer boards offering advanced capabilities for complex electronic applications.