Udemy – Management of AI Risk

Udemy – Management of AI Risk By Richea Perry
English | Tutorial | Size: 2.56 GB


Management of AI Risk-Implementing the NIST AI RMF
In an era where artificial intelligence (AI) is transforming industries and enhancing decision-making processes, the need for effective risk management has never been more critical. This course, “Management of AI Risk,” provides a comprehensive exploration of the NIST AI-100-1 Risk Management Framework (RMF), equipping participants with the knowledge and skills necessary to identify, assess, and mitigate risks associated with AI systems.

By doing this course, you will receive an in-depth and thorough, word for word walk-through of all the information presented in the NIST AI RMF documentation.

The course covers the following areas as presented by the NIST AI-100-1 publication:

Part 1: Foundational Information

Framing Risk

1.1 Understanding and Addressing Risks, Impacts, and Harms

1.2 Challenges for AI Risk Management

1.2.2 Risk Tolerance

1.2.3 Risk Prioritization

1.2.4 Organizational Integration and Management of Risk

Audience

AI Risks and Trustworthiness

1.2.4 Organizational Integration and Management of Risk

3.2 Safe

3.3 Secure and Resilient

3.4 Accountable and Transparent

3.5 Explainable and Interpretable

3.6 Privacy-Enhanced

3.7 Fair – with Harmful Bias Managed

Effectiveness of the AI RMF

Part 2: Core and Profiles

AI RMF Core

5.1 Govern

5.2 Map

5.3 Measure

5.4 Manage

AI RMF Profiles

Walk through of Appendix Documents

Walk through of list of tables used in publication

Application and Implementation of the NIST AI RMF

Roadmap for Implementing NIST AI RMF

Playbook for Implementing NIST AI RMF

Case Scenarios for Implementing NIST AI RMF

Crosswalk Documents for the development of the NIST AI RMF

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