Home/AI & ML/Generative AI: Foundation Models and Platforms
COIBM· on Coursera
Generative AI: Foundation Models and Platforms
Beginner English SpecializationFREE
Our recommendation
The more technical course in IBM's generative-AI line-up on Coursera. It covers the building blocks behind modern generative models — deep learning and LLMs, plus GANs, VAEs and diffusion models — and the platforms used to build with them. A good next step after IBM's introductory GenAI courses for people who want more depth without a full ML specialization.
Good for: A more technical understanding of how generative models work.
Less suitable if: You are brand new to AI or want a non-technical overview.
Requirements: Some AI/ML familiarity helps; IBM's intro GenAI courses are a good precursor.
Realistic time: Around 8–12 hours.
About this course
Generative AI: Foundation Models and Platforms is the more technical course in IBM's generative-AI line-up. It covers the building blocks behind modern generative models — deep learning and LLMs, plus GANs, VAEs, transformers, and diffusion models — then looks at the platforms and named models that put them to work, including IBM watsonx, Hugging Face, GPT, Llama, and Granite.
What you'll learn
Understand the building blocks of generative AI
Explain transformers, GANs, VAEs, and diffusion models
Compare major models (GPT, Llama, Granite, Flan)
Explore platforms like IBM watsonx and Hugging Face
Run hands-on generative-AI labs
Place foundation models in real applications
This course includes
Yes
Certificate
Yes
Mobile access
English
Language
What it costs
You can audit the course free on Coursera. A certificate needs a Coursera subscription (about $49/month) or Coursera Plus, with financial aid available.
Comparison · LBS
Compare alternatives for Generative AI: Foundation Models and Platforms
Same topic, different options. We surface the trade-offs others hide so you can pick the course that actually fits your time, budget, and goals.
A IBM certificate on Coursera is a credible learning record. It is a course certificate rather than a professional qualification or degree.
Last updated
Generative AI moves quickly; check the course is reasonably current, as specific platforms and models date faster than the underlying concepts.
Instructor
RA
Rav Ahuja
Coursera instructor
Delivered by IBM's Skills Network with Rav Ahuja, who leads many of IBM's popular AI and data courses. The approach is structured and platform-aware, reflecting IBM's enterprise generative-AI tooling.