Generative AI Fundamentals for Beginners

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Dive into the world of Generative AI and gain a strong foundation in its concepts, tools, and applications. You will understand how AI models generate text, images, audio, and video, and how these technologies are transforming industries. This course equips you with practical knowledge, from neural networks to large language models, enabling you to harness AI effectively in real-world projects. The course starts with the fundamentals, introducing AI, machine learning basics, and the distinction between traditional and generative AI. Through guided demos, you will experiment with neural networks, image generation, and AI audio/video tools, building hands-on experience while visualizing complex AI processes in action. Next, you will explore advanced AI concepts including Large Language Models, transformers, embeddings, and prompt engineering. Step-by-step exercises and live demos allow you to apply these techniques across text, image, audio, and video AI, reinforcing both conceptual understanding and practical skills. This course is ideal for beginners, aspiring AI professionals, and creative technologists seeking to understand and apply generative AI. No advanced programming skills are required, though basic familiarity with computers and data concepts will help. Difficulty level: Beginner. By the end of the course, you will be able to understand key generative AI concepts, build and interact with AI models, create text, image, audio, and video outputs, and apply prompt engineering techniques to optimize AI-generated results for real-world use cases.

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