Diego Vicente

Full-Cycle Geospatial AI: From Risk Assessment to Resource Deployment in the Cloud

Use Satellite Embeddings to train a wildfire risk ML model, find hotspots and run a mathematical optimization to allocate resources to cover such risk - all within the cloud and CARTO platform.

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Scaling Geospatial Techniques to Cloud-Native Platforms

Adapting traditional techniques to run efficiently and scale correctly to massive amounts of data.

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A Quick Intro to BigQuery DataFrames

An overview of Google's bigframes module, to use BigQuery via Python using a DataFrame interface. The talk is in Spanish, but all the material is in English.

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Where & When

A space-time analysis of vehicle collisions in London, using CARTO's Analytics Toolbox for BigQuery. We provide an overview of how to include time data in spatial analysis.

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Using SQL to Scale your Spatial Analytics

A workshop presenting SQL for spatial analytics, using CARTO's Analytics Toolbox for BigQuery. We develop a bike-friendliness index for Madrid, working with very different sources of data.

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