Generative AI Foundations: Core Concepts and Practical Applications

The rapid rise of artificial intelligence has made understanding Generative AI a crucial skill for professionals across all industries. This text-based course guides you from absolute beginner to a confident practitioner who understands how generative models work and how they are applied to solve real-world problems. What you'll learn: Learn the fundamental differences between traditional machine learning and generative AI; Explore the inner workings of Large Language Models and transformer architectures; Master basic prompt engineering techniques to elicit high-quality responses; Understand the core concepts of Retrieval-Augmented Generation (RAG) and vector databases; Examine ethical considerations, bias mitigation, and responsible AI deployment. You will start with core terminology and foundational definitions before progressing to model architectures and practical prompt design. This course is designed for absolute beginners, with no prior programming or technical background required. Start reading today to unlock the potential of generative artificial intelligence in your daily workflow.