The author of this book has many years of experience in theoretical research and engineering practice in the Internet and software development industries. During several years of continuous tracking and learning of LLM technologies, the author has deeply realized that a better understanding of LLM requires mastering the underlying algorithmic principles, cultivating mathematical intuition, and diving into engineering implementation, inference optimization, and real-world application scenarios.