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rezAWARE is a situational awareness platform - developed on the principles of perceiving the data, and comprehending the information to make sense for projecting the future status. For such the rezAWARE platform support analytics:
- Descriptive - what is happening?
- Diagnostic - why is it happening?
- Predictive - What is likely to happen?
- Prescriptive - what might be done?
- Cognitive - what is the behavior?
The rezAWARE tools and processes will support an organization to mature from descriptive to cognitive analytics. For such data being the key ingredient, the rezAWARE core components offer:
- Wrangler - for processing data extract, transform, and load automated pipelines
- Mining - Artificial Intelligence (AI) and Machine Learning (ML) analytical methods
- Visuals - interactive dashboards with visual analytics for Business Intelligence (BI)
Each of them is an independent component with a set of domain and sector-specific modules and common utility libraries. Additionally, each core component offers a set of notebooks with sample_data to understand the functions and pipelines offered through them.
Rezaware abstract BI augmented AI/ML entity framework © 2022 by Nuwan Waidyanatha is licensed under Creative Commons Attribution 4.0 International