Large Language Models

Overview

This course provides a high-level understanding of the scientific and technological foundations of large language models (LLMs). It explores how LLMs are built, trained, adapted, and applied across real-world contexts. Participants will learn key concepts such as transformers, tokenisation, embeddings, and attention as well as practical techniques like prompting, retrieval-augmented generation, and fine-tuning. The course also covers evaluation, robustness, safety, and emerging trends such as multimodal and agentic systems. Students will gain the skills to critically assess and effectively apply LLMs in scientific, industrial, and policy environments. A quality-assured certificate from the University of the Witwatersrand is issued on successful completion.

Duration

3 Days (14, 21 & 28 September 2026)

Format

3.5–4-hour classes per day for 2 days, 2.5-hour practical, 2-hour assessment on Day 3

Pricing

VAT Incl. = R12,995.00