Speaker Deck

Visual Pipelines for Text Analysis

by Data Intelligence

Published June 28, 2017

Benjamin Bengfort, District Data Labs
Audience level: Intermediate
Topic area: Modeling
Employing machine learning in practice is half search, half expertise, and half blind luck. In this talk we will explore how to make the luck half less blind by using visual pipelines to steer model selection from raw input to operational prediction. We will look specifically at extending transformer pipelines with visualizers for sentiment analysis and topic modeling text corpora.