Active Learning

When you need to manually label rows for a machine learning classification problem, active learning can help optimize the order in which you process the unlabeled data. Dataiku provides a plugin that provides ML-assisted labeling using active learning techniques.

These tutorials show simple projects and highlight the best practices to build an active learning project in Dataiku DSS.

Articles

• Active Learning for classification problems
• Active Learning for object detection problems
• Help on Active Learning Webapp
• Active Learning for object detection problems using Dataiku Apps
• Active Learning for tabular data classification problems using Dataiku Apps