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Real-time Data Visualization with Plotly

Overview

Skills Needed

Learn to visualize streaming data in real-time with Plotly. Explore data streaming, event handling, and dynamic updates for real-time insights with Plotly.

  • Basic knowledge of Plotly fundamentals
  • Familiarity with data streaming concepts

Outline

  • Introduction to Real-time Data Visualization
  • Setting Up Data Streaming Sources
  • Plotly Streaming API Integration
  • Handling Streaming Events
  • Dynamic Updates and Live Plots
  • Real-time Dashboards with Plotly
  • Anomaly Detection and Alerting
  • Performance Optimization for Real-time Visualization
  • Scalability Considerations
  • Case Studies in Real-time Data Visualization
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