Real-Time Streaming
Processing and delivering continuous data streams with minimal latency for live analytics, media, or event-driven applications.
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Why It Matters
AI models increasingly consume real-time data streams for instant decision-making; engineers who can build and maintain streaming infrastructure are essential to deploying AI in production.
How to Get Started
Learn Apache Kafka or Apache Flink through Confluent's free training courses, and build a streaming pipeline that processes and visualizes live data.
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