(287e) Collaboration Is Critical for Effective Deployment of Big Data Analytics
AIChE Annual Meeting
2020
2020 Virtual AIChE Annual Meeting
Topical Conference: Next-Gen Manufacturing
Big Data and Data Analytics
Wednesday, November 18, 2020 - 9:00am to 9:15am
In collaboration, subject matter experts are relied upon throughout the project to provide relevant context, document assumptions, and explain applicable constraints. Data scientists complement this information with their knowledge of machine learning algorithms and other relevant analytics options. Together, the team finds the hidden patterns in the data that translate to business value for the company.
This session will provide a framework for leveraging analytics applications to promote effective collaboration between subject matter experts and data scientists to accelerate the time to insight and operationalize models and algorithms. The presentation will cover the importance of subject matter expert involvement in data preparation for successful deployment of models and algorithms through a series of examples of effective analytics deployment. Examples include operations selected from a variety of industries, including pharmaceuticals and chemicals.