Introduction to Auditing AI Systems.
(eVideo)
Author
Contributors
Published
Carpenteria, CA linkedin.com, 2023.
Status
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Format
eVideo
Language
English
Notes
General Note
9/19/202312:00:00AM
Participants/Performers
Presenter: Ayodele Odubela
Description
Learn the fundamentals of how to adapt to and comply with AI regulation in this introductory course on auditing AI systems for bias and discrimination.
Description
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.
System Details
Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
Citations
APA Citation, 7th Edition (style guide)
Odubela, A. (2023). Introduction to Auditing AI Systems . linkedin.com.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Odubela, Ayodele. 2023. Introduction to Auditing AI Systems. linkedin.com.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Odubela, Ayodele. Introduction to Auditing AI Systems linkedin.com, 2023.
MLA Citation, 9th Edition (style guide)Odubela, Ayodele. Introduction to Auditing AI Systems linkedin.com, 2023.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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Grouped Work ID
554bfda3-87e7-c23f-bb7f-a17695beee03-eng
Grouping Information
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|---|---|
| Full title | introduction to auditing ai systems |
| Author | odubela ayodele |
| Grouping Category | movie |
| Last Update | 2024-05-20 12:55:14PM |
| Last Indexed | 2024-05-29 23:32:06PM |
Book Cover Information
| Image Source | sideload |
|---|---|
| First Loaded | Oct 20, 2023 |
| Last Used | May 13, 2024 |
Marc Record
| First Detected | Oct 17, 2023 09:57:10 AM |
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| Last File Modification Time | May 20, 2024 12:56:26 PM |
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