OSCON PORTLAND 2019

Removing Bias in Machine Learning Using Open Source

Conference Abstract: https://conferences.oreilly.com/oscon/oscon-or/public/schedule/detail/79460 Date/Location: 1:30pm–3:00pm Tuesday, July 16, 2019 Location: E145 Speakers: Ana Echeverri, Trisha Mahoney

Please join the slack channel dedicated to this tutorial: https://aif360.slack.com Subscribe to the #oscon2019-tutorial. Click on the "channels" word and searching for "oreilly-tutorial-2019"

The slack channel contains important information to aid you with this hands-on tutorial, including the installation guide we will be using for the tutorial.

What you'll learn at the OSCON Workshop: An introductory look at how bias & discrimination can arise within modern machine learning techniques and the methods that can be implemented to tackle those challenges. Learn how to evaluate the metrics using the open-source AI Fairness 360 Toolkit to check for fairness and mitigate machine learning model bias.