The most appropriate computing specialization for Julio, who is fascinated by self-driving cars, would be artificial intelligence. Artificial intelligence focuses on creating intelligent systems and machines that can perceive their environment, make decisions, and learn from their experiences. Self-driving cars heavily rely on artificial intelligence techniques such as computer vision, machine learning, and deep learning to effectively navigate and interact with the world around them.