This book introduces a new perception of Artificial Intelligence for implementation in real-time applications. This book emphasizes the ability to develop AI algorithms using hardware description language. Conventionally, the hardware description language is utilized for designing digital logic and its application, but this book enables the development of the HDL code for the Artificial Intelligence algorithms that would benefit its usage in investigating, predicting, and classifying the Electronics, Electrical, and Communication Engineering applications. The flow of this book will make the reader from beginners to the experts perceive HDL programming for Artificial Intelligence algorithms.