We are proud to introduce the AI Lakehouse, the first unified tool specifically designed for building AI systems.
Real-time ML reference to ML systems where decisions or predictions must be produced with minimal, predictable latency. Real-time ML systems may need very fresh features, which can be on-demand features or precomputed features created by a streaming feature pipeline. Batch features may be used if the model is not sensitive to stale feature values. Real-time ML systems have either: