Forecasting and Prediction

Forecasting and Prediction

Application Description:

Perform various prediction tasks like forecasting, classification, clustering using state of the art algorithms

What’s different?

  • Achieve this by using rigorous algorithms like Logistics Regression, SVM, K-means among others to get higher accuracy in our forecasting
  • Use dimensionality reduction techniques to increase accuracy

Forecasting and Prediction has applications in

  • Telecom- predict churn, assign customer as premium, regular etc.
  • Retail- forecast demand, estimate expenses, make offers etc.
  • Manufacturing sectors- predict quality, estimate demand

Our Experience:

  • Performed prediction of thickness for semiconductor manufacturing unit where we estimated thickness of wafers at the angstrom level.

Related Projects