Artificial intelligence is rapidly growing one of the most transformative technologies of our time. It involves a wide range of capabilities, from fundamental tasks like playing games to advanced ones like driving cars. However, for many people, AI remains a puzzle. This beginner's guide aims to clarify the foundations of AI in a way that is both {