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Data Extraction

Web data scrapping
Web data aggregation
IoT data extraction
Traditional sources extraction

Data Quality

Cleansing and Standardization
Pre processing-Normalization, Feature engineering, etc

Data Transformation

Data Wrangling

Artificial Intelligence/ Predictive analytics

Machine learning
Deep learning
Natural Language Processing
Text processing

Data Provisioning

API based e.g. web, mobile apps and IoT

JDBC/ ODBC based

Visualization -UI

Tools based visualizations e.g web/ Mobile dashboards

JavaScript based e.g web / mobile apps

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