Generative AI Foundations for Absolute Beginners

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. Generative AI is transforming how content is created, and this course offers a comprehensive introduction to this cutting-edge technology. You'll gain a foundational understanding of AI, machine learning, deep learning, and how Generative AI is applied in diverse fields such as text, image, and video generation. As you progress, you will dive into the technical foundations, including neural networks, large language models (LLMs), and self-supervised learning. The course progresses step-by-step, with a focus on practical knowledge and real-time applications, helping you not only understand concepts but also gain hands-on experience. This course is suitable for beginners with no prior technical knowledge in AI. It walks you through the basics, from machine learning to deep learning and the workings of Generative AI. Each section of the course builds upon the previous one, ensuring a smooth learning experience. You’ll also explore the limitations and ethical considerations of using AI, preparing you for a balanced perspective in the field. The course is designed for those curious about the potential and limitations of Generative AI in both creative and professional contexts. By the end of the course, you will be able to understand core AI concepts, apply machine learning techniques, work with Generative AI models, and implement them across various creative use cases, including text and image generation.