Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

Algorithmic Auditing and Continuous Monitoring

via LinkedIn Learning

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn responsible AI governance, including how to establish a robust algorithmic auditing and continuous monitoring process.

Syllabus

Introduction
  • Algorithmic auditing and continuous monitoring uses
  • Responsible AI principles and practices
1. Algorithmic Auditing and Continuous Monitoring
  • What is algorithmic auditing?
  • What is continuous monitoring?
  • Voluntary and required algorithmic auditing
  • Algorithmic auditing and the job market
2. Skills for Algorithmic Auditors and Continuous Monitoring Teams
  • Establishing an effective governance structure
  • Data collection and analysis
  • Identifying and managing bias
  • Setting up a continuous monitoring process
3. Case Study: Auditing and Continuous Monitoring Tools and Techniques in Practice
  • Case study: RedTech 30
  • RedTech 30: Governance structure
  • RedTech 30: Data sampling
  • RedTech 30: Data and code review
  • RedTech 30: Testing and debugging
  • RedTech 30: Continuous monitoring
Conclusion
  • Responsible AI resources

Taught by

Brandie Nonnecke

Reviews

4.8 rating at LinkedIn Learning based on 40 ratings

Start your review of Algorithmic Auditing and Continuous Monitoring

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.