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Note: This new course is coming soon and is currently available for pre-order.

Complete the AI Governance & Ethics course and, optionally, get accredited as a Certified AI Governance & Ethics Specialist by passing the certification exam. You can purchase the course now and get the exam later, or you can get them together at a discount as part of the Certification Bundle.

Upon completing the course you will receive a digital certificate of completion, as well as a digital training badge from Acclaim/Credly. Upon getting certified you will also receive an official AI Governance & Ethics Specialist digital accreditation certificate and certification badge from Acclaim/Credly, along with an account that can be used to verify your certification status.

The AI Governance & Ethics course is comprised of the following 3 course modules, each of which has an estimated completion time of 10 hours:

  • Module 16: Fundamental AI Governance & Ethics
  • Module 17: Advanced AI Governance & Ethics
  • Module 18: AI Governance & Ethics Lab

Choose the Certification Bundle to receive the entire course together with the online-proctored certification exam and a set of practice exam questions, all at a bundle discount.

Upon purchasing this course, you will automatically receive access via the Online Interactive eLearning platform. To provide you with the greatest flexibility, you will also have the option to access the course materials via two additional eLearning formats, at no extra cost. All three eLearning formats are briefly described below. A more detailed comparison can be found here.
  1. For everyday learning: An online interactive eLearning platform with individual lessons, as well as interactive and automatically graded exercises and practice questions.
  2. For learning on-the-go: A study kit platform with access to full course documents that support online/offline synching, annotations, comments, custom bookmarks and cross-document searches.
  3. For your reference: A set of printable PDF documents that you can keep (for all course workbooks and posters).
All three forms of access are subject to Arcitura’s *. Upon purchase, access to the online interactive eLearning platform (1) is provided within one business day. Access to the study kits (2) and the PDF documents (3) is provided upon request.

Shown below are the digital contents and the topic outline for each course module:

Module 16: Fundamental AI Governance & Ethics

This course module introduces the essential components of AI governance and explores the ethical considerations surrounding the usage and management of AI systems. Topics include fairness, transparency, privacy and accountability, as well as potential risks and biases within AI models. A vanilla governance framework is introduced, along with common precepts and processes for the governance of training data, production data, and cloud-based AI environments in addition to embedding ethical and responsible practices and monitoring agents into AI system designs.

Course Module Contents

  • Workbook Lessons (100+ pages)
  • Video Lessons (for all topics)
  • Mind Map Poster

  • Symbol Legend Poster
  • Practice Exam Questions
  • PDFs of Workbook and Posters (printable)

Topics Covered

  • Introduction to AI Governance and the Fundamental Principles of Ethical AI
  • Understanding Fairness, Accountability, Transparency and Explainability (FATE)
  • Addressing Bias and Discrimination in AI Algorithms
  • Understanding the role of Data Governance within an AI Governance Framework
  • Governing the Collection and Management of Training Data

  • Ensuring Data Quality and Tracking Data Lineage
  • Techniques for Addressing and Mitigating Bias in Datasets
  • Examining Ethical Considerations Throughout an AI System’s Lifecycle
  • Understanding the Tools and Techniques Available for Ethical AI Design
  • Utilizing Risk Assessment Frameworks to Identify and Manage Potential AI Risks

Module 17: Advanced AI Governance & Ethics

This course module delves deeper into AI governance frameworks by introducing common roles and additional processes for areas such as bias mitigation, explainability and long-term AI oversight. Additional topics addressed include aligning AI development with social values, responsible use and regulatory requirements, as well as advanced methods for data monitoring, management and filtering. Further cloud computing-related topics are included to address data privacy, regional data storage and other common data-related policies.

Course Module Contents

  • Workbook Lessons (100+ pages)
  • Video Lessons (for all topics)

  • Mind Map Poster
  • Practice Exam Questions
  • PDFs of Workbook and Poster (printable)

Topics Covered

  • Governance Precepts and Processes for Training Data, including Sensitive Data and Representativeness
  • Governance Precepts and Processes for Production Data, including Monitoring for Drift and Continuous Fairness
  • Establishing AI Oversight and Auditing Mechanisms
  • Bias Mitigation Strategies and Achieving Explainability in Complex AI Models

  • Operationalizing Ethical Principles and Aligning AI with Values and Social Responsibility
  • Adapting to Evolving Regulations
  • Creating an AI Ethics Code of Conduct and Communicating AI Ethics to the Organization
  • Using AI Governance to Foster a Culture of Ethical AI Innovation
  • Proactive Risk Management and Incident Response in AI
  • Understanding Governance-related Cloud AI Automation Mechanisms

Module 18: AI Governance & Ethics Lab

This course module provides a series of case-study driven, lab-style exercises and problems that are designed to test your ability to apply your knowledge of topics covered in previous modules. Completing this lab helps reinforce understanding of preceding topics and further demonstrates how different practices and technologies can be applied together as part of greater solutions.

Course Module Contents

  • Lab Exercise Booklet
  • Mind Map Poster

  • Practice Exam Questions
  • PDFs of Exercise Booklet and Poster (printable)

Learn About Arcitura: Take the Video Tour

Watch these helpful informational videos to learn about Arcitura programs, courses and certifications.

About Arcitura

About Arcitura Courses

About Arcitura Certifications

What’s in an Arcitura Course


Each course provides a comprehensive curriculum with 2-3 modules and 20-40 hours of training.

More Than Just
Video Lessons

In addition to standard video lessons, courses include full-color workbooks and reference posters for all lessons.

Interactive & Graded

Courses also include interactive and graded exercises, interactive and graded self-tests and other supplements.

The Arcitura Difference


  • is authored by a dedicated courseware development team
  • has a self-test, accreditation exam and professional certification
  • is available via two different eLearning platforms


  • undergo a common development process
  • are authored to be consistent in quality, structure and style
  • share a common vocabulary and symbol notation
  • are authored in collaboration with subject matter experts

Take Your Skills Anywhere

Regardless of whether you are an individual looking to boost your career or an organization looking to up-skill a team, Arcitura courses and certifications provide a sound investment.

Because both courses and accreditations are vendor-neutral, they empower you with skills and credentials that you can take to wherever you need to go.

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