Generative AI Fundamentals

Curious about the transformative power of Generative AI but unsure where to begin? This course provides a clear, foundational understanding of this rapidly evolving field. By the end of this course, you will be equipped with the essential knowledge to comprehend Generative AI technologies, identify their applications, and critically evaluate their potential. What you'll learn: * Understand the core principles and evolution of Generative AI models * Differentiate between various types of generative models, including GANs, Transformers, and Diffusion Models * Apply basic prompt engineering techniques to guide AI in content generation tasks * Explore diverse practical applications and use cases of Generative AI across industries * Analyze the ethical considerations, biases, and societal impact of generative AI technologies * Grasp foundational concepts of Retrieval-Augmented Generation (RAG) for more informed AI responses * Practice evaluating the outputs, strengths, and limitations of generative models This course systematically guides you through the foundational theories of Generative AI, building up to practical methods for interacting with and applying these powerful models. This course is designed for absolute beginners with no prior experience in artificial intelligence or machine learning. All you need is a desire to learn about Generative AI. Begin your journey into the exciting world of Generative AI today.