What you will learn

• Explore Language Models – Learn how computers process text, examine Transformer structures, and compare masked vs causal language models.

• Build & Assess Models – Create an n-gram model, analyse text generation, assess models, and understand hallucinations and their impact.

• Use LLMs Responsibly – Discuss ethics, compare short- vs long-term risks, and explore LLM use in chatbots, real-world apps, and academia.