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Introduction to Auditing AI Systems Preview

Introduction to Auditing AI Systems

With Ayodele Odubela Liked by 214 users
Duration: 1h 19m Skill level: Beginner Released: 9/19/2023

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Course details

AI regulation is here, so you may be wondering how to adapt. And if you’re an enterprise organization, startup, or AI practitioner, you probably already know that there are very few existing training resources for technical teams. In this course, instructor Ayodele Odubela gives you a hands-on overview of how to assess AI for bias and discrimination to create fairer AI systems.

Explore the fundamentals of the latest regulations governing the use of AI technology, as well as how to navigate the different phases of AI audits in technical terms. Learn how federal discrimination laws can impact AI systems, how to audit both high- and low-risk AI, and how to collect, develop, or purchase benchmark data for auditing and policy review. Ayodele shows you the basics of calculating model fairness and what principles to prioritize and why, including explainability, transparency, compliance, and documentation. Upon completing this course, you’ll be more aware of how to use generative AI tools to mitigate algorithmic bias.

Skills you’ll gain

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Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.

Sample certificate

Certificate of Completion

  • Showcase on your LinkedIn profile under “Licenses and Certificate” section

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Meet the instructor

Learner reviews

4.5 out of 5

191 ratings
  • 5 star
    Current value: 133 70%
  • 4 star
    Current value: 39 20%
  • 3 star
    Current value: 10 5%
  • 2 star
    Current value: 5 3%
  • 1 star
    Current value: 4 2%
  • JONATHAN OKAI JONATHAN OKAI

    JONATHAN OKAI

    5/5 April 15, 2025
    I have learnt on how AI auditing will help me to work smart and fast and develops a more systematic approach in performing my duties. I will recommend AI auditing any time to colleagues anytime.
    Helpful · Report
  • Johannes Nhabanga Johannes Nhabanga

    Johannes Nhabanga

    --Johannes Nhabanga

    5/5 March 23, 2025
    It is a great course to be an introduction
    Helpful · Report
  • Andrea Ribeiro Andrea Ribeiro

    Andrea Ribeiro

    Experienced Risk Management Leader, Influencer, Builder of Best In Class Risk Management Programs

    1/5 February 25, 2025
    horrible too long to get through and too mnay texts. so much data by time you have test, who knows what the answers are.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 2 exercise files
  • Test your knowledge 5 quizzes
  • Learn on the go Access on tablet and phone
  • Stay up to date Continuing Education Units

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