Real-time Machine Learning with Pulsar Functions - David Kjerrumgaard - NDC London 2022

In this talk I will present a technique for deploying machine learning models to provide real-time predictions using Apache Pulsar Functions. In order to provide a prediction in real-time, the model usually receives a single data point from the caller, and is expected to provide an accurate prediction within a few milliseconds. Throughout this talk, I will demonstrate the steps required to deploy a fully-trained ML that predicts the delivery time for a food delivery service based upon real-time traffic information, the customer's location, and the restaurant that will be fulfilling the order. Check out more of our featured speakers and talks at https://www.ndcconferences.com https://ndclondon.com/