Blog - Videos

Anomaly Detection and Predictive Maintenance using Machine Learning (ML) and Artificial Intelligence (AI) in BioPharmaceutical Manufacturing

Integrating the Internet of Things (IoT) and Machine Learning (ML) within smart manufacturing facilities has...

Generative Adversarial Networks (GANs) and Bayesian Analysis for Incorporating Expert Opinions into Advanced Credit Risk Models

Credit risk Internal Ratings-Based (IRB) models are advanced methodologies used by banks to calculate the...

Pedagogical and Strategic Utility of Large Language Models

This presentation at the NLP Summit 2024 explores the transformative role of Large Language Models (LLMs) in both pedagogy and strategic educational planning. It examines how LLMs like GPT-4 can...

The Importance of Context in Language Models

We investigate how language models leverage context, accounting for various level of language analysis from lexical, semantics and pragmatics viewpoints, and conclude with a discussion on the how context plays...

Accelerating LLM App Development with the Open-Source Data Prep Kit