Evaluate measures 2.7 to 2.9 to secure AI systems, ensure resilience, promote transparency and accountability, and document explainability, validation, and model cards for healthcare decisions.
NIST AI Risk Management Framework (AI RMF) Guide
AI Trustworthiness, Govern, Map, Measure & Manage Functions | Identify, Assess & Mitigate AI System Risks
所有級別 • 39 講座 • 終身訪問認證碩士導師
認識您的導師:Dr. Amar Massoud
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你將學到什麼
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課程內容
9 部分 • 39 講座 • 04:06:12 總長度Conclusion
Aligns the governance, map, measure, and manage functions of the NIST AI RMF to identify, assess, and mitigate AI risks, building trust, safety, and ethical systems.
Map 1.1 .. 1.3
Map 1.4 … 1.6
Map 2
Map 3.1 .. 3.3
Map 3.4 .. 3.5
Map 4
Map 5
規劃您的學習之旅
AI根據您的可用時間生成個人化時間表要求
Basic understanding of AI concepts
Familiarity with risk management principles
No specific tools required
Open to all skill levels
AI Developers and Engineers: Understand and mitigate AI risks.
Data Scientists and Analysts: Learn about transparency, fairness, and privacy.
Project Managers and Team Leads: Integrate risk management in AI workflows.
Compliance Officers and Legal Professionals: Ensure AI compliance with regulations.
關於本課程
The "NIST AI Risk Management Framework (AI RMF)" course is designed to equip professionals with the knowledge and tools needed to navigate the complexities of AI risk management effectively. This course delves into the NIST AI RMF, providing a thorough understanding of its principles, functions, and practical applications. Students will explore the MAP, MEASURE, and MANAGE functions, learning how to identify, assess, and mitigate AI risks throughout the AI lifecycle.
Participants will gain insights into the importance of trustworthiness in AI systems, covering key characteristics such as validity, reliability, safety, security, resilience, accountability, transparency, explainability, interpretability, privacy enhancement, and fairness. The course emphasizes the need for a holistic approach to AI risk management, integrating these characteristics to develop robust and trustworthy AI solutions.
Through real-world examples and case studies, including HealthAI, students will see the practical application of the AI RMF in various contexts. The course also covers the importance of continual monitoring and improvement, ensuring that AI systems remain aligned with organizational goals and societal values as they evolve.
This course is ideal for AI practitioners, risk managers, data scientists, and organizational leaders who are involved in the development, deployment, or oversight of AI systems. No prior experience with the NIST AI RMF is required, making it accessible to beginners and valuable to seasoned professionals alike. Join us to master the art of AI risk management and ensure the development of safe, reliable, and ethical AI systems.
職業發展機會與目標職位
掌握前沿實務技能,勝任全球高薪核心職務
AI Solutions Engineer
Data Science Consultant
Machine Learning Practitioner
AI Workflow & Automation Specialist
$105,000 – $165,000 / yr
Fastest Growing Worldwide (#1)
Dr. Amar Massoud
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