Deep Learning Mania Ep. 1: Deep Learning for Natural Language Understanding

Presented by

David Talby, CTO, Pacific AI

About this talk

Join David Talby, CTO, Pacific AI. as he covers three key aspects of applying deep learning for natural language understanding. First, we'll review current use cases for NLP, discuss what makes language understanding a particularly hard problem, and how deep learning promises to help. Second, we'll walk through an example of building a named entity recognizer - showing the common interplay between LSTM's, CNN's, transfer learning and CRF's in today's state of the art systems. Third, we'll cover best practices for taking such systems from prototypes to production. This webinar is intended for practicing data scientists and R&D leaders who need to use the latest advances in the field in systems they're currently building.

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