Deploying and Refining Predictive Models

Gain a fundamental understanding of predictive model deployment. Connections between business objectives of the predictive models and how the models are used operationally will be explored. Additionally, this course will explain pros and cons of different deployment strategies such as using the predictive modeling software, source code, or the Predictive Model Markup Language (PMML). The course will also explain how to monitor and maintain predictive models and plan for future model updating. Prerequisites: I&C SCI X425.62 Defining Business Goals for Predictive Analytics, I&C SCI X425.63 Effective Data Preparation, and I&C SCI X425.64 Algorithms, Modeling Methods, Verification and Validation.