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Algorithmic Auditing and Continuous Monitoring

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Brandie Nonnecke

1:03:17

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  • 01 - Algorithmic auditing and continuous monitoring uses.mp4
    00:39
  • 02 - Responsible AI principles and practices.mp4
    05:05
  • 01 - What is algorithmic auditing.mp4
    06:11
  • 02 - What is continuous monitoring.mp4
    04:19
  • 03 - Voluntary and required algorithmic auditing.mp4
    04:44
  • 04 - Algorithmic auditing and the job market.mp4
    01:45
  • 01 - Establishing an effective governance structure.mp4
    04:56
  • 02 - Data collection and analysis.mp4
    05:23
  • 03 - Identifying and managing bias.mp4
    03:38
  • 04 - Setting up a continuous monitoring process.mp4
    03:33
  • 01 - Case study RedTech 30.mp4
    03:08
  • 02 - RedTech 30 Governance structure.mp4
    06:20
  • 03 - RedTech 30 Data sampling.mp4
    02:08
  • 04 - RedTech 30 Data and code review.mp4
    05:03
  • 05 - RedTech 30 Testing and debugging.mp4
    02:53
  • 06 - RedTech 30 Continuous monitoring.mp4
    02:18
  • 01 - Responsible AI resources.mp4
    01:14
  • Description


    As artificial intelligence becomes integrated into nearly every sector, establishing robust AI governance processes will be critical to maximizing its benefits and mitigating risks. Legislative acts like the EU AI Act in 2023—which will require any developer of a high-risk AI system seeking to enter the EU market to implement algorithmic auditing—and the NIST AI Risk Management Framework in the United States mean that companies that implement algorithmic auditing and continuous monitoring are poised to have a market advantage.

    In this course, Brandie Nonnecke teaches you how to implement effective algorithmic auditing and continuous monitoring processes in your organization. Learn responsible AI governance, as Brandie covers mandatory and voluntary processes for auditing and monitoring AI systems, and provides case studies where you can work through an appropriate auditing and monitoring process.

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    Brandie Nonnecke
    Brandie Nonnecke
    Instructor's Courses
    LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.
    • language english
    • Training sessions 17
    • duration 1:03:17
    • English subtitles has
    • Release Date 2023/11/16