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Creating Automated Classification Pipelines & Selecting Machine Learning Models for Prediction

Video Type: Tutorial

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Summary

Laila Wahedi, PhD, Postdoctoral Fellow at the Massive Data Institute, Georgetown University, discusses her research using a machine-learning pipeline for prediction, including an example of a machine-learning pipeline and when it could be needed, choosing a machine-learning model, the first step in creating a pipeline, applying the bag-of-words model, other text-analysis models that can be used, deciding which model is best, and tools and resources helpful for students looking to use this method.

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