FIT3206 · Monash University
Conversation for artificial intelligence
- Credit points
- 6
- Level
- 3
- Workload
- —
- Faculty
- Information Technology
What it covers
In this unit you will develop applied capability in Natural Language Processing (NLP) and generative AI to build conversational systems that work in real domains with real constraints. You will progress from language fundamentals such as representations, embeddings, retrieval, and sequence modelling, to modern generative approaches (LLMs, domain adaptation, and multimodal workflows that combine text with speech/audio and, where relevant, other signals). A core emphasis is the difference between training models and delivering useful, trustworthy language systems, structured extraction, summarisation, classification, and conversation design for a specific discipline or practice. You will also learn rigorous evaluation and responsible deployment practices so your systems are robust, auditable, and appropriate for real users and stakeholders.
Assessment
Assessment not published yet.
When and where
Not offered in 2027, or offerings not published yet.