Streaming Feature Pipelines with QuixStreams for Real-Time Coinbase Market AI

Event: Stream Processing Meetup at SumUp Berlin | Date: Thursday, April 25th 2024

Hosted by: Quix.io


In this talk, we will build a streaming feature pipeline that consumes real-time orderbook events from the Coinbase APIs and outputs curated ML features that can be used to build a prediction service. First, we will use QuixStreams to process the raw events, compute time-windowed aggregations and deliver the curated ML features to Kafka, from where they will be ingested into the Hopsworks Feature Store.