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Management of AI Risk

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Implementing the NIST AI RMF

Management of AI Risk-Implementing the NIST AI RMF

What you’ll learn

  • How to practically and theoritically appy the NIST AI RMF..
  • How to use The NIST AI RMF Playbook for managing risks associated with AI Systems..
  • How to Frame Risk in association with AI systems..
  • A detail understanding of all the elements of the NIST AI RMF as presented by the NIST Publication..

Course Content

  • PART 1 –> 17 lectures • 2hr 37min.
  • PART 2 –> 6 lectures • 43min.
  • PART 3 –> 9 lectures • 1hr 18min.

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Requirements

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:

 

  1. 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
  2. Part 2: Core and Profiles
    • AI RMF Core
      • 5.1 Govern
      • 5.2 Map
      • 5.3 Measure
      • 5.4 Manage
    • AI RMF Profiles
  3. Walk through of Appendix Documents
  4. Walk through of list of tables used in publication
  5. 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