[CODAIT] Introduction to Text Extensions for Pandas for NLP Use Cases & Ray

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When:  Apr 20, 2022 from 02:00 PM to 03:00 PM (ET)

Agenda

Text Extensions for Pandas is a library of extensions that turns the popular Pandas DataFrames into a universal data structure for natural language processing. It helps you use Pandas DataFrames for representing and manipulating the complex data structures that flow through modern natural language processing (NLP) applications.

Ray is a new system for parallel processing backed by a rapidly-growing open-source community.  Ray combines a novel system design that addresses several key challenges of modern machine learning applications with simple, easy to use Python and Java APIs. We’ll present a high-level overview of both of these projects, followed by an example end-to-end application that shows how these two technologies work together to deliver a highly scalable solution to a complex NLP task with very little code.

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