Often, the challenge for successful data modeling is not in identifying the right software package to use but in identifying a company with the right skills to do the R&D.
ClusterTech offers consulting on using explicit statistical and artificial intelligence techniques for data modeling. ClusterTech works with its clients to understand the domain-specific characteristics of their problem before embarking on numerical experiments that can span a wide spectrum of modeling techniques.An explicit statistical model may be more suitable for a government department trying to model the behavior of users of its services, while a credit card company may find that artificial neural networks can better capture the characteristics of users close to default. Our consulting services include data cleaning and warehousing, R&D on the applicability of various models to the problem at hand and the design and implementation of turnkey solutions.
ClusterTech Modeling Techniques
Modeling techniques we used in past projects includes:
-Classical Statistical Modeling
-Artificial Neural Network
-Support Vector Machine (SVM) for classification and non-linear regression