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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

Tüm Seviyeler • 39 Ders • Ömür Boyu Erişim
Dr. Amar Massoud

Doğrulanmış Usta Eğitmen

NIST AI Risk Management Framework (AI RMF) Guide
FRAGMAN
Eğitmeninizle tanışın: Dr. Amar Massoud

19 ms

0.0 / 5.0
Genel Değerlendirme
Amerikan İngilizcesi
99 Dilde Altyazı
4 saat 6 dk
Toplam İçerik

Neler Öğreneceksiniz

Understand the AI RMF structure
Measure AI system performance
Enhance transparency and accountability
Identify and map AI risks
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Kurs İçeriği

9 bölüm • 39 ders • 04:06:12 toplam süre

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
Haftalık Çalışma Planı
Öğrenme Yolculuğunuzu Planlayın
Yapay zeka, müsaitliğinize göre kişisel bir program oluşturur

Gereksinimler

Basic understanding of AI concepts

Familiarity with risk management principles

No specific tools required

Open to all skill levels

Hedef Kitle

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.

Bu kurs hakkında

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.

Kariyer Fırsatları ve Hedef Pozisyonlar

Uygulamalı ve işe hazır beceriler kazanarak küresel ölçekte aranan pozisyonlara başvurun

İşe Hazır Müfredat
Başvurabileceğiniz Hedef Pozisyonlar

AI Solutions Engineer

Data Science Consultant

Machine Learning Practitioner

AI Workflow & Automation Specialist

Tahmini Yıllık Maaş
$105,000 – $165,000 / yr
Küresel Sektör Talebi

Fastest Growing Worldwide (#1)

Kazanacağınız Temel Beceriler
Model Fine-Tuning & Evaluation
Data Pipelines & Vector Analysis
Applied Generative AI Architecture
Predictive Analytics & Deployment
* Tahminler küresel teknoloji istihdam ölçütlerine ve sektör maaş raporlarına dayanmaktadır.
Eğitmeninizle Tanışın
Dr. Amar Massoud
5.0 Puan
5 Öğrenci
Profili Görüntüle
Dr. Amar Massoud
Baş Eğitmen
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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