Foundations of Responsible AI [eLearn]
Odubela, Ayodele2022
Streaming Video
Learn about the practices needed to perform fairness testing and implement responsible AI systems.How well do you understand the issues around algorithmic bias and unfairness? In this course, data scientist and AI ethicist Ayodele Odubela teaches you the principles of responsible AI, as well as the frameworks necessary to apply RAI techniques in AI systems. Ayodele explains modern AI development and problems in machine learning (ML) that differ from software engineering. She discusses big data and where it comes from, then covers several important points of data awareness and literacy. Ayodele goes over ethical frameworks, consequence scanning, fairness, accountability, and more. She also explains fairness-related harms, why they arise, why they matter, and what you can to avoid or mitigate them. Plus, Ayodele offers a detailed description of human rights as related to AI.
Main title:
Foundations of Responsible AI [eLearn] / with Ayodele Odubela
Author:
Odubela, Ayodele, speakerlinkedin.com (Firm)
Imprint:
Carpenteria, CA linkedin.com, 2022.
Notes:
8/02/202212:00:00AM
Performers:
Cast: Presenter: Ayodele Odubela
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.
LC class:
LDC3000245
Language:
English
BRN:
766044
Electronic access: