Smashing Bias with Dynamic Data Versioning

Talk by Svetlana Karslioglu https://www.socallinuxexpo.org/scale/18x/presentations/smashing-bias-dynamic-data-versioning Today, AI algorithms are everywhere. They are used in finance, biomedical, automotive, and other industries. They help make decisions about our health, whether you get a loan or not, and whether your resume gets through the HR to the hiring manager. AIs can predict your chances of surviving cancer. But what if that data was biased? Data Scientists need a reliable way to go back in time and analyze their steps with a version-control solution that adheres to the principles of the modern infrastructure and that works with such tools as Kubernetes and Kubeflow.

Видео Smashing Bias with Dynamic Data Versioning автора JavaScript: создание распознавателей лиц