Software Engineering KB

Home

❯

09 Machine Learning and AI

❯

03 MLOps

❯

01 Concept

❯

Data Labeling

Data Labeling

Feb 10, 20261 min read

  • mlops
  • data-labeling

Data Labeling

← Back to Data Management for ML

The process of annotating data with labels for supervised learning. Often the bottleneck in ML projects. Key tools: Label Studio (open-source), Scale AI, Amazon SageMaker Ground Truth.

Related

  • Supervised Learning (requires labeled data)
  • Synthetic Data (alternative to manual labeling)

mlops data-labeling


Graph View

  • Data Labeling
  • Related

Backlinks

  • Data Management for ML
  • Synthetic Data
  • Human-in-the-Loop

Created with Quartz v4.5.2 © 2026

  • GitHub