Artificial machine learning (AI) has rapidly become a ubiquitous force in our society. From intelligent vehicles to tailored recommendations, AI is revolutionizing the way we live, work, and interact with the environment. This overview aims to clarify the complex world of AI, providing a concise framework of its fundamentals. We will delve into the