Healthcare NLP & LLM for Data Scientists - Training & Certification
Hands-on Generative AI for Healthcare
About this Event

This two-day workshop for practicing data scientists will enable you to use and extend John Snow Labs’ Healthcare NLP & LLM library. You will run live Python notebooks that walk through clinical entity recognition, entity resolution (mapping entities to medical codes), assertion status detection (i.e. negation detection), relation extraction, and de-identification. You will also learn how to train and tune your own models and how to choose which pre-trained models to start from.

The second day is focused on medical language models and will teach you how to make use of the medical text summarization, question answering, and text generation LLMs. It will also cover improving the accuracy of RAG LLM solutions that process medical documents by using healthcare-specific document splitting, enrichment, and embedding algorithms.

The workshop is organized in two four-hour-long sessions, each followed by self-guided coding. This is a live online workshop whose instructors are current lead contributors to the Healthcare NLP & LLM codebase.