Josh McGrath

Josh McGrath

Title: Technical staff
Company: Datology

The latest from
Josh McGrath

Building better datasets with Snorkel Flow error analysis

As machine learning practitioners, few of us would expect the first version of a new model to achieve our objective. We plan for multiple rounds of iteration to address errors and improve performance, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework.

February 2, 2023

Active learning: an overview

A primer on active learning presented by Josh McGrath. Machine learning whiteboard (MLW) open-source series This video defines active learning, explores variants and design decisions made within active learning pipelines, and compares it to related methods. It contains references to some seminal papers in machine learning that we find instructive. Check out the full video below or on Youtube. Additionally, a…

May 4, 2022
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