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Visualizing Large Graphs and AI Embeddings with Ease

SF Python via YouTube

Overview

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Explore how to visualize massive graphs and AI embeddings using Cosmograph, a high-performance web framework now accessible directly from Python notebooks. Learn to leverage this powerful tool that combines cosmos.gl (the fastest open-source JavaScript library for network graph visualizations) with DuckDB to handle millions of data points through GPU-accelerated, force-directed layouts. Discover techniques for creating interactive graph visualizations that enable real-time exploration of large-scale multidimensional and graph data, making complex datasets more comprehensible and actionable for data science and machine learning applications.

Syllabus

Visualizing large graphs and AI embeddings with ease — Nikita Rokotyan (PyBay 2025)

Taught by

SF Python

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