Скачать или смотреть Minimize Risks and Accelerate MLOps with Model Performance Monitoring and Explainability

Minimize Risks and Accelerate MLOps with Model Performance Monitoring and Explainability | Krishna Gade

We’re truly living under the rule of Algorithms, our day-to-day activities from news consumption, job search, and mortgage financing are increasingly being decided by algorithms. Most of these algorithms are AI-based and are increasingly black-box to humans. If we continue to let these algorithms operate the way they do today, in the black box and without human oversight, it would result in a dystopian view of the world where unfair decisions are made by unseen algorithms operating in the unknown. Therefore it is critical that we build trust between AI and humans. In this talk, we will learn about how we can do this by continuously monitoring AI for performance and bias issues and sharing these insights across teams to build a culture of trust in the organization. Fiddler works with Fortune 500 companies to enable responsible AI and regulatory compliance of AI algorithms.