Real-time Machine Learning with Pulsar Functions

Explore a technique for deploying machine learning models to provide real-time predictions using Apache Pulsar Functions in this 55-minute conference talk from NDC London 2022. Learn how to deploy a fully-trained ML model that predicts food delivery times based on real-time traffic information, customer location, and restaurant details. Discover the steps required to implement a system that receives a single data point and provides accurate predictions within milliseconds. Gain insights into real-time machine learning applications and their practical implementation using Pulsar Functions.