\u003ci\u003eAI Computing Systems: An Application Driven Perspective\u003c/i\u003e adopts the principle of \"application-driven, full-stack penetration\" and uses the specific intelligent application of \"image style migration\" to provide students with a sound starting place to learn. This approach enables readers to obtain a full view of the AI computing system. A complete intelligent computing system involves many aspects such as processing chip, system structure, programming environment, software, etc., making it a difficult topic to master in a short time.\u003cul\u003e \u003cli\u003eProvides an in-depth analysis of the underlying principles behind the use of knowledge in intelligent computing systems\u003c/li\u003e \u003cli\u003eCenters around application-driven and full-stack penetration, focusing on the knowledge required to complete this application at all levels of the software and hardware technology stack\u003c/li\u003e \u003cli\u003eSupporting experimental tutorials covering key knowledge points in each chapter provide practical guidance and formalization tools for developing a simple AI computing system\u003c/li\u003e\u003c/ul\u003e