4.2 Monitoring in AWS for Model Bias, Trustworthiness, and Truthfulness
Overview of Bias and Monitoring with AWS Biases are imbalances or disparities in a model’s performance across different groups. To…
5.11 Implementing an AI Governance Strategy
Identifying the Scope of Responsibility The AI governance strategy starts with identifying the scope of responsibility. This scope includes governance,…
5.10 Data Quality and Lifecycle Management Overview
Data Quality Management Data quality management focuses on addressing data quality issues found during profiling or other methods. It involves…
5.9 Data Governance and Management Overview
Data Governance Definition Data governance is the combination of people, processes, and technology used to manage the availability, usability, integrity,…
5.8 AWS Compliance and Security Tools Overview
AWS Compliance Support AWS provides services and features that help customers audit, monitor, control, and report on security controls to…
5.7 Governance and Compliance Regulations for AI Systems
Key Governance and Compliance Regulations for AI Systems Emerging AI Compliance Standards E.U. AI Act Global Influence of EU Regulations…
5.6 Governance and Compliance Regulations for AI Systems
AI Governance and Compliance Shared Responsibility Model AWS Security and Compliance Certifications AWS Artifact Global Compliance Standards Customer Compliance Center