Slides
Presentation slide decks for MSA 8700 topics.
RAG Evaluation
Evaluating Retrieval-Augmented Generation systems
RAG Retrieval Evaluation
Ranking metrics for evaluating retrieved chunks in RAG systems
Knowledge Graphs
Overview of classical NLP and text processing techniques
NLP and Text Processing
Overview of classical NLP and text processing techniques
LLMs and Query Languages
How to translate natural questions into database queries.
Syllabi Analysis — System Architecture
Knowledge Graph Intelligence system for GSU syllabi analysis
Data Science for Agentic AI
How to evaluate and monitor Agetic AI solutions
Architecting Multi-modal LLMs
How to add vision, audio and other cognitive perceptions to AI agents
Responsible AI
How to govern Agentic AI systems
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