DataOps
DataOps solutions integrate data-related tools and automation to streamline the life cycle of data-driven projects from creation to production deployment and maintenance.
01
Version Control
Track and manage dataset versions for reproducibility.
02
Pipelines
Automate workflows for data collection, preparation, model training and deployment.
03
Monitoring
Track pipeline metrics, data quality, model performance over time.
04
Integration
Incorporate with data warehouses, lakes, analytics tools through APIs and standard formats.

Case study 1

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