Identifying Data Tags & Cleaning Data:
During the initial part of one project, System One worked to pinpoint the data tags, which identified a product, that were available and of interest. We connected the Rockwell Gateway to Azure and processed the data in Azure to be consumed by Power BI dashboards.
Identifying the tags and cleaning the data is CRITICAL for the value of the data in the dashboards and Machine Learning models.
System One Digital assembled a robust dataset to start running analytics and training an Artificial Intelligence (AI) model. To achieve this, considerable amounts of time went into cleaning the data.
We spend time to understand the stable state, outliers, and anomalies.
After we analyzed these data tags, they were dispositioned within the organization.
With System One’s help, these disposition tags continue to uncover opportunities for the organization to reduce additional variabilities.