Generative AI: Techniques, Models & Applications

The textbook 'Generative AI: Techniques, Models & Applications' offers a comprehensive and systematic presentation of modern AI technologies. It combines theoretical foundations with practical applications, providing a deep insight into the world of generative AI. The book addresses essential topics such as foundation models, large-scale architectures, prompt engineering, and ethical considerations. It is aimed at researchers, academics, and practitioners who are interested in both the theoretical grounding and practical implementation of AI solutions. By integrating complex technical concepts with practical examples, it creates a balanced relationship between theory and application. Readers benefit from clear explanations of advanced concepts, practical implementation tips, and current application examples from the industry. Additionally, ethical aspects such as security, data protection, and fairness are discussed, making the book an indispensable reference work in a rapidly evolving technological field.