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Apache Samza for Real-time Analytics

Overview

Skills Needed

Learn to perform real-time analytics with Apache Samza. Explore stream processing, monitoring, and more. Enroll now!

  • Intermediate knowledge of Apache Samza fundamentals
  • Familiarity with data analytics concepts

Outline

  • Introduction to Real-time Analytics
  • Working with Windowed Aggregations
  • Sessionization and Event Time Processing
  • Real-time Dashboarding and Visualization
  • Implementing Complex Event Processing (CEP)
  • Dynamic Scaling and Resource Management
  • Continuous Monitoring and Alerting
  • Handling Out-of-order Data
  • Real-time Anomaly Detection
  • Best Practices for Real-time Analytics with Apache Samza
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