IAPP Certified Artificial Intelligence Governance Professional : AIGP exam dump

  • Exam Code: AIGP
  • Exam Name: IAPP Certified Artificial Intelligence Governance Professional
  • Updated: Oct 27, 2026
  • Q&As: 219 Questions and Answers

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About IAPP Certified Artificial Intelligence Governance Professional : AIGP exam dump

IAPP AIGP Exam Syllabus Topics:

TopicDetails
Topic 1
  • Understanding How Laws, Standards, and Frameworks Apply to AI: This section of the exam measures skills of compliance officers and covers the application of existing and emerging legal requirements to AI systems. It explores how data privacy laws, intellectual property, non-discrimination, consumer protection, and product liability laws impact AI. The domain also examines the main elements of the EU AI Act, such as risk classification and requirements for different AI risk levels, as well as enforcement mechanisms. Furthermore, it addresses the key industry standards and frameworks, including OECD principles, NIST AI Risk Management Framework, and ISO AI standards, guiding organizations in trustworthy and compliant AI implementation.
Topic 2
  • Understanding How to Govern AI Development: This section of the exam measures the skills of AI project managers and covers the governance responsibilities involved in designing, building, training, testing, and maintaining AI models. It emphasizes defining the business context, performing impact assessments, applying relevant laws and best practices, and managing risks during model development. The domain also includes establishing data governance for training and testing, ensuring data quality and provenance, and documenting processes for compliance. Additionally, it focuses on preparing models for release, continuous monitoring, maintenance, incident management, and transparent disclosures to stakeholders.
Topic 3
  • Understanding the Foundations of AI Governance: This section of the exam measures skills of AI governance professionals and covers the core concepts of AI governance, including what AI is, why governance is needed, and the risks and unique characteristics associated with AI. It also addresses the establishment and communication of organizational expectations for AI governance, such as defining roles, fostering cross-functional collaboration, and delivering training on AI strategies. Additionally, it focuses on developing policies and procedures that ensure oversight and accountability throughout the AI lifecycle, including managing third-party risks and updating privacy and security practices.
Topic 4
  • Understanding How to Govern AI Deployment and Use: This section of the exam measures skills of technology deployment leads and covers the responsibilities associated with selecting, deploying, and using AI models in a responsible manner. It includes evaluating key factors and risks before deployment, understanding different model types and deployment options, and ensuring ongoing monitoring and maintenance. The domain applies to both proprietary and third-party AI models, emphasizing the importance of transparency, ethical considerations, and continuous oversight throughout the model’s operational life.

Reference: https://iapp.org/certify/aigp/

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IAPP Certified Artificial Intelligence Governance Professional Sample Questions:

Question #1

MULTI-SELECT
Please select 3 of the 5 options below. No partial credit will be given.
From a governance perspective, which of the following correctly describe the responsibilities of AI developers or deployers?

  • A. AI deployers must handle ongoing monitoring and auditing of the AI system.
  • B. AI developers remain fully liable for the AI system's compliance with regulations even after deployment by others.
  • C. AI developers are responsible for reducing biases in the system, such as discrimination against certain demographics.
  • D. AI deployers must conduct independent bias assessments prior to release of a system.
  • E. AI developers must provide clear documentation explaining how the system functions for its operators.
Reveal Solution  Discussion  0

Correct Answer: A,C,E  🗳️

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Question #2

Which of the following is an obligation of an importer of high-risk AI systems under the EU AI Act?

  • A. Affix the CE marking.
  • B. Verify the Declaration of Conformity.
  • C. Conduct a data protection impact assessment.
  • D. Provide technical documentation.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #3

Which of the following best describes the data minimization principle as it relates to an AI model?

  • A. Include techniques such as adding noise or using synthetic data.
  • B. Avoid training the model on personal data.
  • C. Review all the data manually.
  • D. Only use personal data during the inference phase.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

Training data is best defined as a subset of data that is used to?

  • A. Detect the initial sources of biases to mitigate prior to deployment.
  • B. Enable a model to detect and learn patterns.
  • C. Resemble the structure and statistical properties of production data.
  • D. Fine-tune a model to improve accuracy and prevent overfitting.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

What is the technique to remove the effects of improperly used data from an ML system?

  • A. Model disgorgement.
  • B. Model inversion.
  • C. Data de-duplication.
  • D. Data cleansing.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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