This chapter begins with an introduction to Artificial Intelligence (AI) to discuss the first things that most AI learners want to know: why look into AI, what is AI, the history of AI, AI vs. traditional engineering methods, and AI applications in engineering and other sectors. Next, the basics of AI are laid out, including the basic concepts, common algorithms, and challenges and issues.