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Linkedin - Algorithmic Auditing And Continuous Monitoring
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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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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Algorithmic auditing and continuous monitoring uses.mp4
2.1 MB
~Get Your Files Here !/01 - Introduction/01 - Algorithmic auditing and continuous monitoring uses.srt
1.2 KB
~Get Your Files Here !/01 - Introduction/02 - Responsible AI principles and practices.mp4
15 MB
~Get Your Files Here !/01 - Introduction/02 - Responsible AI principles and practices.srt
8.7 KB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/01 - What is algorithmic auditing.mp4
12.5 MB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/01 - What is algorithmic auditing.srt
10.1 KB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/02 - What is continuous monitoring.mp4
9.3 MB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/02 - What is continuous monitoring.srt
7.6 KB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/03 - Voluntary and required algorithmic auditing.mp4
11.6 MB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/03 - Voluntary and required algorithmic auditing.srt
7.9 KB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/04 - Algorithmic auditing and the job market.mp4
4.5 MB
~Get Your Files Here !/02 - 1. Algorithmic Auditing and Continuous Monitoring/04 - Algorithmic auditing and the job market.srt
2.8 KB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/01 - Establishing an effective governance structure.mp4
15.7 MB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/01 - Establishing an effective governance structure.srt
8.6 KB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/02 - Data collection and analysis.mp4
16.1 MB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/02 - Data collection and analysis.srt
9.3 KB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/03 - Identifying and managing bias.mp4
10.7 MB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/03 - Identifying and managing bias.srt
6 KB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/04 - Setting up a continuous monitoring process.mp4
8.5 MB
~Get Your Files Here !/03 - 2. Skills for Algorithmic Auditors and Continuous Monitoring Teams/04 - Setting up a continuous monitoring process.srt
5.8 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/01 - Case study RedTech 30.mp4
6.2 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/01 - Case study RedTech 30.srt
4.8 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/02 - RedTech 30 Governance structure.mp4
14.2 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/02 - RedTech 30 Governance structure.srt
10.1 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/03 - RedTech 30 Data sampling.mp4
5.2 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/03 - RedTech 30 Data sampling.srt
3 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/04 - RedTech 30 Data and code review.mp4
8.7 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/04 - RedTech 30 Data and code review.srt
8.8 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/05 - RedTech 30 Testing and debugging.mp4
7.2 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/05 - RedTech 30 Testing and debugging.srt
5 KB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/06 - RedTech 30 Continuous monitoring.mp4
7.7 MB
~Get Your Files Here !/04 - 3. Case Study Auditing and Continuous Monitoring Tools and Techniques in Practice/06 - RedTech 30 Continuous monitoring.srt
3.8 KB
~Get Your Files Here !/05 - Conclusion/01 - Responsible AI resources.mp4
3.3 MB
~Get Your Files Here !/05 - Conclusion/01 - Responsible AI resources.srt
