Generative AI Fundamentals for Practitioners

Generative AI is rapidly transforming how we interact with technology and create content, but understanding its underlying principles can be challenging. This course will equip you with a solid understanding of generative AI, enabling you to grasp how these powerful models work and how they are used to create innovative solutions. What you'll learn: * Learn the core principles of generative AI and foundation models * Understand various generative AI architectures and their applications * Apply best practices for prompt engineering to guide model outputs effectively * Explore methods for evaluating and fine-tuning generative models * Understand the ethical considerations and challenges in deploying generative AI systems * Practice interpreting common generative AI use cases, such as content generation and summarization The course begins with foundational definitions and concepts, then progresses to practical techniques for interacting with and understanding generative models, concluding with considerations for responsible deployment. This course is designed for absolute beginners with no prior experience in artificial intelligence or machine learning, who are eager to understand and apply generative AI. Start your journey into the exciting world of generative AI today.