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Real-Time Dashboards in Python: Streamlit & Live Data

Board Infinity

Real-Time Dashboards in Python: Streamlit & Live Data

Board Infinity

Instructor: Board Infinity

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

7 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

7 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Architect multi-page real-time dashboards in Streamlit with proper state management and data flow patterns

  • Implement multiple live data ingestion strategies: REST API polling, WebSocket streaming, and scheduled data fetching

  • Build live-updating visualizations using Plotly including candlestick charts, streaming line charts, heatmaps, and depth charts

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Recently updated!

July 2026

Assessments

4 assignments

Taught in English

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There are 4 modules in this course

Understand the architecture of real-time dashboards, master Streamlit's execution model for live updates (st.fragment, run_every, session state), connect to cryptocurrency REST APIs for live data, and build the first auto-refreshing dashboard components.

What's included

7 videos1 assignment

Build real-time updating Plotly charts (candlestick, line, heatmap, depth), implement WebSocket streaming for sub-second price feeds, create animated visualizations that update smoothly, and design the core analytics pages of the dashboard

What's included

7 videos1 assignment

Build a real-time portfolio tracker with live P&L calculations, integrate social sentiment data as a live feed, implement a custom price alert and notification system, and design the advanced interactive pages of the dashboard.

What's included

7 videos1 assignment

Optimize dashboard performance for handling multiple simultaneous live data streams, implement advanced Streamlit patterns (connection management, error recovery, responsive layouts), deploy to Streamlit Community Cloud with persistent storage, and add production monitoring.

What's included

8 videos1 assignment

Instructor

Board Infinity
Board Infinity
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