Data Science and Analytics

Predictive Analytics

data++ has state-of-the-art skills and experience in predictive analytics and modeling . Our experts extract valuable analytics from historical data, sit with client, interpret and understand them, and then apply learning methods to discriminatory characteristics of the data and predict future events for the benefit of business. Given provided data has reasonable pattern in it, accuracy of our predictions are very high and always add value to the business by identifying opportunities and risks vis-a-vis different business decisions.

Our predictive analytics team employ a wide range of methods and techniques, which include but not limited to the following;

  • Preprocess raw input data
  • Extract valuable analytics and insights
  • Identify pattern(s) in the data
  • Develop customized predictive algorithm
  • Test and validate prediction results
  • Deploy predictive solution in prodcution environment

Tools and Technologies

Machine learning, Bayesian statistics, descriptive statistics, data mining, clustering and classification
R, C/C++, Python, SAS, SPSS, Matlab