New technologies at NG Logic

Recently we have completed a number of projects in Python/Django for our US customers. Our Django teams are getting bigger and bigger, and we encourage our prospect customers to use this technology for their websites. Also we have started development of Android project and expect growth in this segment.

2012-01-25 [ ... ]
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Analytic solutions

Analytic solutions is a wide group of applications that process data and come up with aggregated or inferred results. The idea is to turn lots of data into an information that can be used in decision making. It can be employed in following areas:

  • forecasting (bankruptcy prediction, rates prognosis)
  • scoring alternative (credit rating)
  • segmentation (market analysis, customer segmentation)
  • optimization (cost-effectiveness of advertising campaigns)
  • estimation (life-time value estimation, subscriber survival)
  • selection (churn analysis, advertising campaign analysis).

We are capable of using technologies and algorithms from following groups:

  • neural networks
  • decision trees
  • statistical analysis
  • probability analysis
  • genetic algorithms, simulated annealing
  • fuzzy logic

In those fields, we are familiar with following technologies, although we are eager to learn new ones:

  • Neural Networks: SOM (Self Organizing Maps), [Magnetic] Neural Gas, Kohonen Networks, Back-propagation, Quick-propagation, recursive networks, BAM, fuzzy-neural  networks, RBF
  • Decision Trees: ID3, C4.5
  • Statistical analysis: discriminant analysis, variance analysis, regression analysis, survival analysis
  • Probability analysis: Bayesian networks

Our goal is to combine those technologies in applications that are customized to suit the exact needs of business environment they are operating in. We also design our applications to be able to respond quickly to requirements changes. If you are interested in our offer, please contact us at services@nglogic.com.


 
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