Machine Learning Framework
By the following process and powerful tools WDS can discover the relevant knowledge for any business
Data Processing
- Data Ingestion Process
- ETL mapping
- Data cleansing
- Applied Data Governance
Data Transformation
- Design Wrangling
- Finding Relevant Attributes
- Apply Data governance
- Tools and Technics
- Model validation
- Descriptive Evaluation
- Predictive Evaluation
- Modern ETL Tools
- Deployment Process
- Deployment Platform
- Production environment
- Refinement
Data Mining and Machine Learning Services
Using the recent machine learning algorithms, WDS footprint in anomaly detection in Energy and water system is endless.
