Artificial Intelligence
Classroom
Generative AI
Build useful language-model applications with prompting, retrieval and structured evaluation.
AT A GLANCE
Course highlights
LevelIntermediate
Duration8 Weeks
Learning formatClassroom
THE OVERVIEW
About this course
Explore how generative models produce text and how to use them in applications. Develop a document assistant with embeddings and retrieval, then test answer quality, grounding, costs and common failure cases.
BUILD YOUR SKILLS
What you will learn
- Design prompts and validate structured model outputs.
- Build a retrieval-augmented assistant over a document collection.
- Evaluate responses for relevance, grounding and failure modes.
YOUR TOOLKIT
Tools & technologies
- Python
- Jupyter
- Hugging Face
- FAISS
BEFORE YOU BEGIN
Who should join?
Basic Python, HTTP APIs and JSON. Introductory machine learning knowledge is helpful.
SKILLS YOU BUILD
What you will learn
- Design prompts and validate structured model outputs.
- Build a retrieval-augmented assistant over a document collection.
- Evaluate responses for relevance, grounding and failure modes.
TAKE THE NEXT STEP
Ready to explore Generative AI?
Speak with our counsellors and find the right learning path for you.