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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
Dr. Amar Massoud

認證碩士導師

NIST AI Risk Management Framework (AI RMF) Guide
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認識您的導師:Dr. Amar Massoud

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全球評級
美国英语
99 種語言字幕
4小時 6分
總內容

你將學到什麼

Understand the AI RMF structure
Measure AI system performance
Enhance transparency and accountability
Identify and map AI risks
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課程內容

9 部分 • 39 講座 • 04:06:12 總長度

The Measure Function

02:48

Measure 1

08:59

Measure 2.1 .. 2.3

08:11

Measure 2.4 .. 2.6

06:17

Measure 2.7 .. 2.9

05:15

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.

Measure 2.10 .. 2.11

03:27

Measure 2.12 .. 2.13

04:26

Measure 3

06:41

Measure 4.1 .. 4.3

06:13

Conclusion

02:20

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

07:55

Map 1.4 … 1.6

08:32

Map 2

08:04

Map 3.1 .. 3.3

09:09

Map 3.4 .. 3.5

06:37

Map 4

06:57

Map 5

06:08
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要求

Basic understanding of AI concepts

Familiarity with risk management principles

No specific tools required

Open to all skill levels

目標受眾

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

就業就緒型課程
可應徵的目標職位

AI Solutions Engineer

Data Science Consultant

Machine Learning Practitioner

AI Workflow & Automation Specialist

預估年薪範圍
$105,000 – $165,000 / yr
全球產業需求

Fastest Growing Worldwide (#1)

掌握的核心關鍵技能
Model Fine-Tuning & Evaluation
Data Pipelines & Vector Analysis
Applied Generative AI Architecture
Predictive Analytics & Deployment
* 估算數據基於全球科技產業薪酬指標與市場招聘報告。
認識您的講師
Dr. Amar Massoud
5.0 評級
5 學生
看完整資料
Dr. Amar Massoud
主要導師
PhD in computer science and IT manager with 36 years technical experience in various fields including IT Security, IT Governance, IT Service Management , Software Development, Project Management, Business Analysis and Software Architecture. I hold 80+ IT certifications such as : ITIL 4 Master, ITIL 3 Expert ISO 27001 Auditor, ComptIA Security+, GSEC, CEH, ECSA, CISM, CISSP, CISA PGMP, MSP PMP, PMI-ACP, Prince2 Practitioner, Praxis, Scrum Master COBIT 2019 Implementor, COBIT 5 Assessor/Implementer TOGAF certified Lean Specialist, VSM Specialist PMI RMP, ISO 31000 Risk Manager, ISO 22301 Lead Auditor PMI-PBA, CBAP Lean Six Sigma Black Belt, ISO 9001 Implementer Azure Administrator, Azure DevOps Expert, AWS Practitioner And many more....

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