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Human-in-the-Loop AI Design and Governance Essentials
Understand the lifecycle of responsible AI deployment in "Human-in-the-Loop AI Design and Governance Essentials." This course outlines key design principles for embedding human oversight at every stage of AI operation. In cybersecurity, this approach allows for continuous verification and faster anomaly detection. Learn how governance frameworks enhance accountability and traceability, crucial for forensics and regulatory compliance in sectors exposed to high cyber threat levels, such as autonomous defense platforms and digital healthcare.
Course Overview
None
Learning Objectives
- Understand the principles of HITL AI design and governance.
- Analyze the key components of HITL AI systems.
- Evaluate the ethical and regulatory considerations in HITL AI development.
- Identify the best practices for implementing HITL in various applications.
- Discuss the future trends and advancements in HITL AI design and governance.
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.