Demystifying AI for Everyone: Concepts and Applications

Catalog description

This introductory course is designed to make Artificial Intelligence (AI) accessible to students from all academic backgrounds, with no prior technical knowledge required. This course unpacks the fundamental concepts of AI, including machine learning, natural language processing, computer vision, and more, using everyday language and relatable examples. Through engaging lectures, interactive discussions, and hands-on activities, students will explore how AI technologies work and how they are applied in various fields, from healthcare, finance, and transportation, to science, entertainment, and art, to addressing some of the most pressing societal challenges. Students will have non-programming assignments to understand AI concepts and techniques better. Beyond understanding the technical aspects, this course emphasizes the real-world impact of AI, addressing its ethical, societal, and economic implications. Students will critically examine the benefits and challenges posed by AI, discuss current debates in the field, and reflect on the future of AI in our rapidly evolving world. By the end of the course, students will not only be able to grasp basic AI concepts but also appreciate the transformative potential and responsibilities that come with these technologies. This course does not have any prerequisites. Course Website: https://feifang.info/demystifying-ai-for-everyone-concepts-and-applications-fall-2025/