Data Analytics & Mining
Data is the new gold. However, data is worth very little unless this data is turned into critical insights and actions. We provide different descriptive analytics, predictive analytics and prescriptive analytics services. Descriptive data analytics provides insight into the past and the present while predictive analytics forecasts the future and perspective analytics advises on possible outcomes and their anticipated impacts.
Descriptive analytics services include, but are not limited to, data summarization, clustering, association rules and sequence discovery. Predictive analytics employs machine learning techniques to predict the future. Last but not least, prescriptive data analytics focuses on decision support.
We also provide data collection and pre-processing services. Collection of a comprehensive and rich amount of dynamically changing data and information from different geographically distributed multimodal hard and soft data sources is a crucial step in any machine learning. Data pre-processing services include, but are not limited to, data cleansing, data fusion and feature extraction.