PyData Global 2020 · November 2020 · with Hannes Hapke

Responsible ML in Production

When your machine learning model is deployed to a production system, this is a critical time: your model starts to interact with real people. This is the perfect moment to check that your model's predictions aren't showing any harmful biases. Covers how to build a production pipeline using the TensorFlow ecosystem that includes ways to identify and reduce harmful impacts.