Overview
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Learn how to scale geospatial map analytics from millions to billions of data points using Databricks in this 37-minute webinar featuring S&P Global's real-world implementation of large-scale geospatial analytics for Commodity Market Insights. Discover strategies to reduce costs and complexity by eliminating separate geospatial databases while maintaining unified geospatial-capable tables in your data lake. Master techniques for improving query performance through strategic filtering and clustering of massive point datasets. Explore on-demand data aggregation using H3's hierarchical hexagonal cells to seamlessly scale from neighborhood-level views to global contexts, and learn visualization methods for handling these massive datasets effectively.
Syllabus
From Millions to Billions: Scaling Geospatial Map Analytics with Databricks
Taught by
Databricks