How It's Made

How It's Made

7 steps to get started with large-scale labeling

How Instacart built a crowdsourced data labeling process (and how you can too!) Organizations that develop technologies rooted in information retrieval, machine learning, recommender systems, and natural language processing depend on labels for modeling and experimentation. Humans provide these labels in the context of a specific task, and the data collected is used to construct training sets and evaluate the performance of different algorithms. How…

Mar 12, 2021