AI models create value, but they also create risks — from data drift and bias to regulatory non-compliance. In this short, practical course, you’ll learn how to make those risks visible, measurable, and governable. First, you’ll explore the main categories of model risk and practice mapping them to governance controls and KPIs. Next, you’ll learn how to evaluate model validation results against standards such as SR 11-7, the Basel Principles, and the EU AI Act, identifying compliance gaps and recommending corrective actions. Finally, you’ll draft a simple model-risk control framework with clear documentation standards, escalation paths, and review cadences. By the end, you’ll be able to demonstrate governance skills that help organizations deploy AI responsibly and maintain trust.
AI Model Risk Management
AI Model Risk Management
本课程是多个项目的一部分。
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您将获得的技能
- Compliance Auditing
- Risk Control
- Verification And Validation
- Compliance Management
- Auditing
- Process Validation
- Gap Analysis
- Responsible AI
- Risk Management
- Risk Analysis
- Risk Mitigation
- Model Evaluation
- Key Performance Indicators (KPIs)
- Governance Risk Management and Compliance
- Governance
- Business Risk Management
- Regulatory Requirements
- AI Security
- 技能部分已折叠。显示 11 项技能，共 18 项。
要了解的详细信息
了解顶级公司的员工如何掌握热门技能
积累特定领域的专业知识
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 获得可共享的职业证书
该课程共有1个模块
AI models create value, but they also create risks — from data drift and bias to regulatory non-compliance. In this short, practical course, you’ll learn how to make those risks visible, measurable, and governable. First, you’ll explore the main categories of model risk and practice mapping them to governance controls and KPIs. Next, you’ll learn how to evaluate model validation results against standards such as SR 11-7, the Basel Principles, and the EU AI Act, identifying compliance gaps and recommending corrective actions. Finally, you’ll draft a simple model-risk control framework with clear documentation standards, escalation paths, and review cadences. By the end, you’ll be able to demonstrate governance skills that help organizations deploy AI responsibly and maintain trust.
涵盖的内容
5个视频3篇阅读材料4个作业
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