Generative Artificial Intelligence Specialization
This three-course specialization invites learners to explore the world of Generative AI, from foundational concepts to practical applications and emerging possibilities. Designed for professionals, career-transitioners, and curious learners from varied backgrounds who want to build meaningful AI fluency, the specialization provides an accessible but intellectually rigorous pathway through the key ideas shaping the world of Generative AI.
Learners will complete capstone assignments to demonstrate AI literacy and intuitive understanding of generative models. Learners will apply their knowledge to real-world domains to critically evaluate and anticipate how generative AI may shape future innovations.
By the end of the specialization, learners will be equipped to confidently engage with generative AI models as designers, evaluators, and responsible practitioners in both academic and industry contexts.
In this specialization, you will learn:
- The key models for Generative AI, including ChatGPT and the Transformer for text, and the GAN and the Diffusion Model for images.
- Develop a strong theoretical foundation and practical math skills for Generative AI
- Understand the capabilities and limitations of Generative AI
Courses
- Introduction to Generative AI
- Modern Applications of Generative AI
- Advances in Generative AI