Conclusion : Streaming model workflows
Discover how to build scalable streaming model pipelines for real-time machine learning using Kafka and PubSub. Learn the challenges of low-latency operations and approaches like precomputing aggregates, as well as trade-offs between self-managed and managed streaming platforms.
We'll cover the following...
We'll cover the following...
Streaming model pipelines are useful for systems that need to apply ML models in real-time. To build these types of pipelines, we explored two message brokers that ...