Deploy Your Features Into Production
Populate feature stores and continuously update features in production applications
- Ingest features and metadata (feature explanation, feature statistics, feature schema) into any feature stores (Databricks, Snowflake, AWS SageMaker and more) and enhance your ML models
- Automatic feature pipeline generation with fully specified query statements for reuse and eliminate error-prone manual feature query implementation.
- One command deployment of feature pipelines into dotData Ops. Continuously recalculate features values with the newest data and monitor feature quality and drifts.
Install dotData Feature Factory in your AWS EMR instance to accelerate feature discovery for your data science team.
Quickly deploy dotData Feature Factory via pip-install – even on your own personal laptop.