Join your data without leakage
Connect to all your event-based data sources
- Group and re-group data to associate with Entities
- Create new tables and views as needed
- Perform temporally accurate joins across Entities
With Kaskada, you can choose to calculate feature values at any point-in-time to train models without the risk of leakage. When you’re ready, you can compute the same feature values with a time of “now” to make new predictions using a live model in production.
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