Workshop: Explanations and ML Pipelines - ML in Production

In this workshop, we will cover 2 important aspects of applied machine learning systems - Explanations and Machine Learning Pipelines. We will start with a technical talk on Explainable AI and cover the key methods to generate explanations. After the technical talk, we will conduct a hands on workshop where we will cover how to set up ML data and re-training pipelines. We will cover both streaming and batch updates to data and how ML retraining pipelines can be set up to pick up the latest versions of a dataset. We will finish with generating explanations for models. https://learn.xnextcon.com/event/eventdetails/W20070910