Predictive Models
There's no doubt that predictive analytics has got stronger and is gaining more credibility in the land of digital transformation.
Building one predictive model, is a process that uses data mining, complex statistics and probabilistic techniques to forecast the likely outcomes.
Each model is made up of a number of predictors, which are variables that are likely to influence future results.
Once data has been collected for relevant predictors, a predictive model is formulated.
For a model to predict accurately, the data that it is making predictions on must have a similar distribution as the data on which the model was trained.
Because data distributions can be drift over time, deploying a predictive model is not a one-time exercise but rather a continuous process.
For making effective data-based predictions we need takes full advantage of enormous technological breakthroughs of the data intelligence era including data analytics, and Artificial Intelligence through a system that can understand how to enhance the power of predictive models faster and accurately.
Building one predictive model, is a process that uses data mining, complex statistics and probabilistic techniques to forecast the likely outcomes.
Each model is made up of a number of predictors, which are variables that are likely to influence future results.
Once data has been collected for relevant predictors, a predictive model is formulated.
For a model to predict accurately, the data that it is making predictions on must have a similar distribution as the data on which the model was trained.
Because data distributions can be drift over time, deploying a predictive model is not a one-time exercise but rather a continuous process.
For making effective data-based predictions we need takes full advantage of enormous technological breakthroughs of the data intelligence era including data analytics, and Artificial Intelligence through a system that can understand how to enhance the power of predictive models faster and accurately.
Meet the Artificial Intelligence System
For derive the maximum benefit from the combination of advanced predictive analytics, and Artificial Intelligence, we have created a powerful Artificial Intelligent System (AIS).
Our AIS automatically test the statistical models and see if these hypotheses fit the data better by considering the bias of each model.
With this way our AIS produces more stable and reliable hybrid models with respect to data perturbations, which can accurately uncovers hidden patterns and trends in the data by increase the prediction performance.
Our AIS automatically test the statistical models and see if these hypotheses fit the data better by considering the bias of each model.
With this way our AIS produces more stable and reliable hybrid models with respect to data perturbations, which can accurately uncovers hidden patterns and trends in the data by increase the prediction performance.
Advantages of use our AIS
Smart
Continuously learn, monitor the incoming data and retrain periodically (daily, weekly, or monthly) all complex models on newer data with incredible speed
Flexible
The desired output enables direct connection for reports, and dashboards that can be deployed and used across an organization via Optima Analytica Web Portal
Safe
For our AIS we have used the highest and most contemporary security standards, so your data be 100% safe
Continuously learn, monitor the incoming data and retrain periodically (daily, weekly, or monthly) all complex models on newer data with incredible speed
Flexible
The desired output enables direct connection for reports, and dashboards that can be deployed and used across an organization via Optima Analytica Web Portal
Safe
For our AIS we have used the highest and most contemporary security standards, so your data be 100% safe