This open-source project provides a comprehensive textbook and course curriculum for understanding ML systems engineering. It covers principles and practices for building artificially intelligent systems across cloud, edge, and embedded environments. The repository includes the main book content along with supporting code projects including TinyTorch, hands-on labs, hardware kits, and simulation tools.