Technologies - Data Mining

Data Mining is a technology to extract meaningful trends and patterns that are often hidden in the large volumes of the OLTP/OLAP data. Data mining tools apply advanced statistical analysis. Data mining discovers information within data warehouses that queries and reports cannot effectively reveal.

A successful Data Mining solution provides information on:

  • Associations
  • Sequences
  • Classifications
  • Clusters
  • Forecasting

While the Business Intelligence provide a way for the non-technical business users to run adhoc queries on data warehouse to get answers to their specific questions instantly, Data Mining provide business insight into customers, their buying habbits & preferences, suppliers, products etc. that are otherwise hidden in the data. Without knowing exact questions to ask, OLAP tools can not provide much information but Data Mining can provide a lot of business insight in such a scenario.

Traditionally used in scientific and engineering settings, most business environments are taking advantage of this technology to get better insight.

Solutions

We use our expertise & experience to provide Data Mining solutions to enable our clients accomplish the following objectives:

  • Trends & patterns hidden in the OLTP/OLAP data
  • Fraud Detection
  • Customer Insight
  • Customer Segmentation
  • Forecasting sales
  • Determine sales associations, sequences, classifications & clusters
 
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