Enterprise Grade Data Labeling - Design Your Ground Truth to Scale in Production Open Data Science Conference

Abstract: Wherever you are in your team's machine learning journey, it's helpful to think about evolving towards large scale production. A key ingredient of this journey is your data labeling and annotation framework. In this talk we focus on how to build your data labeling pipeline to be enterprise grade. We will describe the considerations and insights that go into making your data pipeline a mindful part of your development pipeline. Proactively planning a data process can generate progressively better results during development, but it requires some thought and stakeholder buy-in.