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Real-time Analytics with Apache Fury

Overview

Skills Needed

Learn to perform real-time analytics with Apache Fury. Explore data aggregation, statistical analysis, and visualization techniques with Fury.

  • Basic knowledge of real-time stream processing concepts
  • Understanding of statistical analysis principles

Outline

  • Introduction to Real-time Analytics
  • Data Aggregation Techniques
  • Statistical Analysis with Fury
  • Windowed Aggregations
  • Real-time Visualization with Fury
  • Anomaly Detection Methods
  • Machine Learning Integration
  • Scalability and Performance Considerations
  • Monitoring and Alerting for Real-time Analytics
  • Best Practices for Fury Analytics

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