Artificial Intelligence
Classroom
Generative AI
Build useful language-model applications with prompting, retrieval and structured evaluation.
Level
Intermediate
Duration
8 Weeks
Learning format
Classroom
ABOUT THE COURSE
About Generative AI
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.
UNDERSTAND THE FIELD
What is Generative AI?
TOOLS & TECHNOLOGIES
Tools you will work with
- Python
- Jupyter
- Hugging Face
- FAISS
WHAT YOU WILL LEARN
Learning outcomes
- Design prompts and validate structured model outputs.
- Build a retrieval-augmented assistant over a document collection.
- Evaluate responses for relevance, grounding and failure modes.
WHO SHOULD JOIN
Is this course right for you?
Prerequisites / eligibility
Basic Python, HTTP APIs and JSON. Introductory machine learning knowledge is helpful.
TAKE THE NEXT STEP
Ready to explore Generative AI?
Speak with our counsellors and find the right learning path for you.