Generative AI on Cloud: Foundations and Practice

Are you eager to understand the rapidly evolving field of generative artificial intelligence and how it's implemented in cloud environments? Unlock the potential of AI to create, innovate, and automate. This course provides a comprehensive introduction to generative AI, explaining its core concepts and how modern cloud platforms enable its practical application. You will gain the knowledge to confidently approach generative AI projects, from understanding model types to deploying basic solutions. What you'll learn: - Understand the fundamental concepts and types of generative AI models. - Learn basic prompt engineering techniques to guide AI model outputs effectively. - Apply responsible AI principles to build ethical and fair generative applications. - Explore how cloud services support the development and deployment of generative AI solutions. - Practice configuring and interacting with generative AI models in a cloud environment. - Develop a foundational understanding of retrieval-augmented generation (RAG) patterns. The course begins by demystifying generative AI, covering essential terminology and model architectures. It then progresses to practical application, demonstrating how to leverage cloud services for model interaction, fine-tuning, and deployment, culminating in discussions on ethical considerations and advanced patterns. This course is designed for absolute beginners with no prior experience in artificial intelligence or cloud computing. All necessary concepts are introduced from the ground up. Begin your journey into the exciting world of generative AI and cloud innovation today.