Level up your viz skills- from Matplotlib to HoloViz

on YouTube ↗30m

" summary

Starts from Matplotlib syntax and shows concrete HoloViz tools: hvplot over Bokeh, Panel for dashboards, and Datashader for big data. Demonstrations include 11 million points rasterized with rasterize=True and histogram-equalized colors to reveal density, a live stream updating every 300 ms from a periodic function, converting pandas pipelines via df.interactive into widget-driven views, and deploying with panel serve or static GitHub Pages export so the dashboards actually run in the browser.

AI-written summary · about

" chapters (15)

1. 0:00Introduction
2. 3:39Transition from Matplotlib to HoloViz
3. 5:22HoloViz ecosystem overview
4. 6:49HoloViz syntax and backends
5. 9:18Exploring data with HoloViz Explorer
6. 10:24Big data with Datashader
7. 13:19Real-time streaming visualization
8. 14:45Dashboards with Panel
9. 16:54Interactive dashboard demo
10. 20:58Deploy dashboards with Panel Serve
11. 21:41Convert dashboards to web apps
12. 23:29Share dashboards on GitHub Pages
13. 23:51Awesome Panel examples
14. 25:17Resources and support
15. 25:58Q&A

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