This course focuses on the following key areas: managing SAS Model Manager data sources, creating a SAS Model Manager project, importing models into SAS Model Manager, using the SAS Model Manager Query Utility, creating scoring tasks, exporting models and projects into a SAS repository, and creating and configuring version life cycles. The course also covers generating SAS Model Manager model comparison reports, publishing and deploying SAS Model Manager models, creating SAS Model Manager production model monitoring reports, and creating user-defined reports.
The self-study e-learning includes:
- Annotatable course notes in PDF format.
- Virtual Lab time to practice.
Learn How To
manage SAS Model Manager Data Sources create a SAS Model Management Project Tree import models into SAS Model Manager compare and assess models using model comparison reports score SAS Model Manager models create SAS Model Manager production reports create SAS Model Manager advanced reports create customized version life cycles use the SAS Model Manager query utility.Who Should Attend
IT staff who are involved in data preparation, scoring, and automating reports; modelers who create the model, create data sets, and might do some customized reporting; and business analysts, who are consumers of the model
Prerequisites
Before attending this course, you should be familiar with data mining concepts. You will derive the greatest benefit from this course if you have the following training or experience:;
experience working in an IT environment experience with SAS Enterprise Miner, SAS/STAT, and Base SAS software experience constructing and evaluating predictive models, which can be gained by taking the Applied Analytics Using SAS(R) Enterprise Miner(TM) 5.2 course.SAS Products Covered
SAS/STAT;SAS Decision Manager;SAS Model Manager;SAS Enterprise Miner
Course Outline
SAS Model Manager Overview
introducing SAS Model Manager benefits and key featurestouring the SAS Model Manager interfacelearning the interfaceManaging SAS Model Manager Data Sourcesexploring SAS Model Manager data sources adding a tableCreating a SAS Model Manager Projectdefining and creating a SAS Model Manager projectImporting Models into SAS Model Managerimporting candidate modelsimporting models into SAS Model ManagerComparing and Assessing Models Using Comparison Reportscreating SAS Model Manager comparison reportsselecting the champion modellocking the project versionScoring SAS Model Manager Modelscreating a SAS Model Manager scoring test publishing a champion modelpublishing a project to a channel publishing a model to a databaseCreating Performance and Dashboard Reportsexploring SAS Model Manager performance reportscreating performance summary data setscreating indicators and running dashboard reportsrunning performance reports through batchCoding Your Own Reportscreating ad hoc reportscreating user-defined reportsSpecial Topicslocating models using the SAS Model Manager search retraining models creating a project portfolio from a control table defining a Python model template monitoring performance of a model without a score cardWorkflowexploring the use of a workflow to provide model governance creating a new project using a workflow
