Managing SAS(R) Analytical Models Using SAS(R) Model Manager Version 14.2

Target group

Course structure

SAS Model Manager Overview

• introducing SAS Model Manager benefits and key features
• touring the SAS Model Manager interface
• learning the interface

Managing SAS Model Manager Data Sources

• exploring SAS Model Manager data sources
• adding a table

Creating a SAS Model Manager Project

• defining and creating a SAS Model Manager project

Importing Models into SAS Model Manager

• importing candidate models
• importing models into SAS Model Manager

Comparing and Assessing Models Using Comparison Reports

• creating SAS Model Manager comparison reports
• selecting the champion model
• locking the project version

Scoring SAS Model Manager Models

• creating a SAS Model Manager scoring test
• publishing a champion model
• publishing a project to a channel
• publishing a model to a database

Creating Performance and Dashboard Reports

• exploring SAS Model Manager performance reports
• creating performance summary data sets
• creating indicators and running dashboard reports
• running performance reports through batch

Coding Your Own Reports

• creating ad hoc reports
• creating user-defined reports

Special Topics

• locating 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 card

Workflow

• exploring the use of a workflow to provide model governance
• creating a new project using a workflow