Data of an Unusual Size (2024 edition): A practical guide to analysis and interactive visualization of massive datasets

Tutorial on the fundamentals of big data computation from a practical usage lens. It covers distributed computing with Dask, basics of Polars and DuckDB, and interactive visualization+dashboards with hvPlot+Panel, while working on the cloud with real ~70GB of big data.

From RAGs to riches: Build an AI document inquiry web-app

Tutorial on building RAG-powered web applications with Ragna and Panel.

Interactive data visualizations with Bokeh

Tutorial starting with core concepts to building an interactive dashboard using Bokeh.