Data Mining

Data mining helps you to discover new business knowledge, better understand your customers, optimize your business procedures, and lower your risks, via analysis of your databases using statistical learning processes. Machine learning algorithms such as decision trees, neuron networks, regression, support vector machines, and time sequence models can be used for this. Data mining is a powerful tool, when the goal is to create prognoses for the future by using customer, corporate and process data.

Network mining is a special field which delivers important insights into the structure and dynamics of networks. A deep understanding of specific networks is indispensable for social media marketing within social networks as well as for the operation of telecommunication and energy networks.

Avantgarde Labs consults clients on the architecture of intelligent data analysis systems and develops custom software systems based on the Open Source solution, Rapidminer, and the free statistics software R to automate both prognosis and structure discovery.

See also: Text Mining and Computer Linguistics | Wikipedia Mining | OLAP | Reporting