Understanding streaming data processing, real-time analytics, and the differences between batch and stream processing.
Learners will understand streaming data concepts, real-time processing patterns, and technologies for continuous analytics.
Streaming processes data continuously as it arrives, while batch processing handles data in scheduled intervals.
Stream processing engines enable real-time data transformation, aggregation, and analysis on continuous data flows.
Event-driven systems react to events in real-time, enabling responsive and scalable application architectures.
Real-time analytics enables immediate insights for time-sensitive business decisions and automated responses.