Page Comparison

Creating Production-Ready Models

• Need to add Spark

Model Life Cycle Management: Overview

Monitoring Overview

(Requires modification - take overview items from Model Efficacy Monitoring )

Model Governance: Standard Model Definition

Register a Model

• Need to add Spark

Operationalize a Model - REST (Modify to Operationalize - REST

(Requires modification)

Model Efficacy Monitoring (break out statistical and overview section

(Requires modification)

• Need to add Spark

Model Governance: Production Model Inventory

Update an Existing Model

• Need to add Spark

Operationalize a Model - Batch (Modify to Operationalize - Batch

(Requires modification)

• Need to add Spark

Drift and Concept Drift Monitoring

• Need to add Spark

Model Governance: Bias & Interpretability

(Requires modification)

Integrate Data Assets

• Need to add Spark

• Need to add SQL Assets

Champion/Challenger Model Comparison

Ethical Fairness

Model Governance: Model Versioning

• Need to add Spark

Automated Production Monitoring & Remediation

• Need to add Spark

Model Governance: Model Metadata