Evidently AI
2024-08-20T07:01:00+00:00
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Key Features of Evidently AI
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ML observability
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Data drift detection
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Data quality monitoring
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Model performance tracking
Target Users of Evidently AI
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Data Scientists
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MLOps Engineers
- 3
Machine Learning Engineers
- 4
AI/ML Product Managers
Target User Scenes of Evidently AI
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As a Data Scientist, I want to evaluate and monitor data quality in my ML pipelines to ensure robust model performance
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As an MLOps Engineer, I need to detect and analyze data drift in AI models to maintain their accuracy over time
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As a Machine Learning Engineer, I want to track and visualize model performance metrics to understand and improve model effectiveness
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As an AI/ML Product Manager, I need to customize and add metrics for specific AI applications to meet our product's unique requirements
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As an MLOps Engineer, I want to integrate Evidently AI into my existing MLOps workflows to streamline monitoring and evaluation processes.