Course curriculum

  • 1

    Hands-On Workshop

    • Materials for the The AI Paradigm Shift: Under the Hood of a Large Language Models Workshop

    • The AI Paradigm Shift: Under the Hood of a Large Language Models

    • Materials for the Advanced NLP: Deep Transfer Learning for Natural Language Processing with Transformers and Large Language Models Workshop

    • Advanced NLP: Deep Transfer Learning for Natural Language Processing with Transformers and Large Language Models

    • Materials for the Troubleshooting Retrieval-Augmented Generation Workshop

    • Troubleshooting Retrieval-Augmented Generation
  • 2

    Tutorials

    • Deploying Trustworthy Generative AI

    • Building Contextual information Retrieval Systems with Large Language Models (LLMs)

    • LLMs and Ontologies for Precision NERC
  • 3

    Talks

    • Finetuning, Serving, and Evaluating LLMs in the Wild

    • Integrating Language Models for Automating Feature Engineering Ideation

    • Towards Explainable and Language-Agnostic LLMs

    • Connecting Large Language Models - Common Pitfalls & Challenges

    • Exploring the Generative AI Landscape: From Basics to Hands-on Applications

    • Leveraging Generative AI in Education

    • Generative AI for Biomedical Insights: Solutions through OpenBIOML and BIO GPT

    • Framework and Lessons Learned from Building a Generative AI Application

    • Large Language Models Are Not (Necessarily) Generative Ai

    • Towards Socially Unbiased Generative Artificial Intelligence

    • Pre-trained Language Models for Summarisation