Get started with Model Monitor

• Amazon SageMaker Model Monitor

Model Quality

• Amazon SageMaker Model Quality Monitor

Model Monitor with Tensorflow

• Amazon SageMaker Model Monitor with TensorFlow

Visualization

• SageMaker Model Monitor - visualizing monitoring results

Model Bias and Model Explainability

• Amazon SageMaker Clarify Model Monitors
• Amazon SageMaker Clarify Model Bias Monitor for Batch Transform
• Amazon SageMaker Clarify Model Explainability Monitor for Batch Transform
• Amazon SageMaker Clarify Model Bias Monitor - JSON Lines Format
• Amazon SageMaker Clarify Model Explainability Monitor - JSON Lines Format
• Amazon SageMaker Clarify Model Bias Monitor for Batch Transform - JSON Lines Format
• Amazon SageMaker Clarify Model Explainability Monitor for Batch Transform - JSON Lines Format
• Amazon SageMaker Clarify Model Bias Monitor - JSON Format
• Amazon SageMaker Clarify Model Explainability Monitor - JSON Format
• Amazon SageMaker Clarify Model Bias Monitor for Batch Transform - JSON Format
• Amazon SageMaker Clarify Model Explainability Monitor for Batch Transform - JSON Format

LLM Monitoring

• BYOC LLM Monitoring: Bring Your Own Container Llama2 Monitoring with SageMaker Model Monitor
• Background
• Prerequisites
• Build and Push the Image to ECR
• Set a Monitoring Schedule
• View Results
• SageMaker Studio Docker Guide

LLM Mutliple Evauation Monitoring

• BYOC LLM Monitoring: Bring Your Own Container Llama2 Multiple Evaluations Monitoring with SageMaker Model Monitor
• Background
• Prerequisites
• Build and Push the Container to ECR
• Set a Monitoring Schedule
• View Results
• SageMaker Studio Docker Guide