Bringing Machine Learning to Streaming Data - Dataflow ML Innovations

Explore the intersection of machine learning and streaming data in this 39-minute conference talk from Google Cloud Next 2024. Dive into advanced AI/ML techniques for deploying and managing complete ML pipelines, running inference and predictions, classifying images, executing remote inference calls, and building custom model handlers using Dataflow ML. Discover how Spotify harnessed Dataflow for large-scale generation of ML podcast previews and their plans to push the boundaries of data engineering and data science to enhance customer and creator experiences. Learn from speakers Sachin Agarwal, Wei Hsia, and Edgar Tanaka as they showcase the latest innovations in streaming data and machine learning integration.