An IoT development board is a printed circuit board with a microcontroller, programming interface, power circuit, input/output pins, and basic input/output buttons that allows developers to prototype IoT devices. When choosing a board, key factors to consider include wireless capabilities, memory, processing power, peripheral support, scalability, and connectivity options. IoT boards are generally classified as microcontroller-based, system-on-chip, or single-board computers.