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Real-time Data Processing with Kafka

Overview

Skills Needed

Learn to process real-time data streams with Kafka. Explore data ingestion techniques, stream processing, and data analytics with Kafka.

  • Basic knowledge of Kafka fundamentals
  • Understanding of data processing concepts

Outline

  • Introduction to Real-time Data Processing
  • Data Ingestion with Kafka Producers
  • Stream Processing Basics
  • Kafka Streams API for Data Transformation
  • Windowing and Aggregation Operations
  • Data Enrichment and Joining
  • Event Time Processing in Kafka
  • Data Analytics with Kafka and KSQL
  • Real-time Dashboards and Visualizations
  • Best Practices for Real-time Data Processing with Kafka
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