Generative AI Fundamentals for G-Kentei and AI Passport Exams

As artificial intelligence reshapes the professional landscape, mastering the fundamentals of generative AI has become essential for staying competitive in any field. This course provides a comprehensive written guide to understanding the AI ecosystem, preparing you to tackle the core concepts found in certification exams such as the G-Kentei and the Generative AI Passport. You will move from basic terminology to a professional understanding of how these technologies function in the real world. Learn the core principles of deep learning and neural networks. Understand the history and evolution of generative AI and large language models. Apply prompt engineering techniques to optimize AI outputs for various professional tasks. Analyze the ethical considerations, legal frameworks, and security risks associated with AI. Explore modern concepts like Retrieval-Augmented Generation (RAG) and vector databases. Practice through written scenarios that reflect current industry implementations and exam topics. The material begins with essential definitions and historical context before moving into technical frameworks and modern best practices. This course is designed specifically for beginners, students, and job seekers, requiring no prior technical background or programming experience. Start your journey into the world of artificial intelligence today.