Scale By the Bay Scale By the Bay

Thursday, October 28, 2021

Building Complete State-of-the-art Natural Language Processing Projects with Free Software
David Talby
David Talby
John Snow Labs, CTO

This session introduces three free software tools built on top of the Spark NLP library. They enable data science teams to deliver end-to-end natural language processing projects, with state-of-the-art accuracy, much faster than what was possible just a year ago. First, we'll cover the recent release of Python's NLU library, which provides training & inference over thousands of NLP models with one line of code. Second, we'll cover the Annotation Lab, which enables business domain experts to train & tune models using active learning and transfer learning, with support for enterprise-grade security, versioning, audit, and analytics. Third, we'll cover the NLP Server, which provides no-code access via a simple UI and API to the entire models hub.