Satellite & Trade Flow Data Integration

Combining satellite imagery with trade and logistics data to gain insights into global supply chains, agriculture, and economic activity.

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Why It Matters

AI can process satellite and trade data at planetary scale, but analysts who can integrate these disparate data sources provide the strategic intelligence that commodity traders, governments, and businesses need.

How to Get Started

Learn to use platforms like Orbital Insight, Descartes Labs, or Kpler, and take a geospatial analytics course on Coursera that covers satellite data processing with Python.

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