In this four part series Jarlath Quinn demonstrates Smart Vision’s new Repeatable Application Template, Predictive Operational Analytics. This Application Template combines market leading predictive analytical software, ready to use application templates and a fully supported professional services package to ensure rapid and effective implementation and deployment.
Using IBM’s flagship data science tool, SPSS Modeler, Jarlath works through a case study example where a telecoms maintenance company applied the template in order to:
1) Apply sophisticated text mining to error messages and engineer logs
2) Develop a predictive model that identified whether or not a maintenance task would result is an asset needing a part replacement
3) Estimate which parts would be required or whether the equipment simply needed to be reset
4) Identify the asset sites most likely to generate another error or task within 20 days of the job completion date
In part one of this video series Jarlath Quinn explains how operational analytics works, what data sources may be utilised and introduces the example case study that forms the basis of the subsequent videos in the series.