From Satellite Data to Decisions

Master Geospatial AI, From Satellite to Insight

Learn the full Earth observation workflow with pygeofetch and pygeovision — the open-source platform powering EOCoreINT.

EOCoreINT

Built for the institutions shaping Africa's environmental future

Governments
Universities
NGOs
Research
Industry
Satellite analysis
The Problem

Earth observation is powerful — and locked behind a paywall

Across Africa, the institutions that most need satellite intelligence — to monitor deforestation, detect illegal mining, track crop health and map urban growth — are forced to choose between expensive proprietary software with per-seat licences, or fragmented scripts that are hard to reproduce and impossible to audit.

EOCoreINT closes that gap with a coherent, production-grade path from raw satellite data all the way to AI-driven decisions, built entirely on open-source foundations.

What We Offer

One Platform, From First Pixel to Production

Everything an institution needs to learn Earth observation AI — and to put it to work.

Training & Certification

Four structured levels from satellite-data fundamentals to custom model training, with auto-graded quizzes and verifiable certificates.

Custom Pipelines

Bespoke monitoring systems for deforestation, mining, crops, coastal erosion and urban growth — scoped, built and delivered end to end.

Data-as-a-Service

Ready-to-use geospatial products on a subscription — monthly NDVI composites, building-footprint extracts and change-detection reports.

Consulting

Expert advisory on satellite-data infrastructure, cloud deployment and AI integration, tailored to your mandate.

The Workflow

From Satellite Data to Decisions in Four Steps

The same pipeline our learners master is the one that powers our services.

1
Acquire

Search and download imagery from 22+ providers with pygeofetch — over any area on Earth.

2
Process

Reproject, compute indices like NDVI/NDWI, mask clouds and build clean time series.

3
Analyse with AI

Run segmentation, detection and change analysis through pygeovision.

4
Decide

Turn results into auditable maps, reports and alerts stakeholders can act on.

The Curriculum

A Clear Path From Beginner to Expert

Each level builds on the last, with hands-on exercises rooted in real West African case studies.

Level 1

Remote Sensing Fundamentals

Install the toolkit, search the free providers, and download your first imagery over Accra and Kumasi.

Level 2

Intermediate EO Workflows

Vegetation and water indices, cloud masking and time series — White Volta NDVI, cocoa and Lake Volta.

Level 3

Advanced Geospatial AI

Building-footprint extraction, grounded detection and the deforestation and change pipelines.

Level 4

Custom Model Training

Auto-labelling, model training, tiled inference, ONNX export and scheduled production deployment.

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Featured Courses

Foundation Models for Earth Observation Advanced Free
Geospatial AI

Foundation Models for Earth Observation

Prithvi-EO-2.0 and DINOv3, explained architecture-first, with honest zero-shot vs fine-tuned comparisons

Samuel Appiah Kubi 4 lessons
SAR Processing for Flood Mapping Intermediate Free
Remote Sensing

SAR Processing for Flood Mapping

The complete Sentinel-1 GRD pipeline, including three production bugs that fail silently

Samuel Appiah Kubi 5 lessons
Satellite Data Acquisition with pygeofetch Beginner Free
Satellite Data

Satellite Data Acquisition with pygeofetch

Search, authenticate and download real satellite data — from zero to your first Cloud …

Samuel Appiah Kubi 8 lessons
Africa from space
Open Source at the Core

Powered by pygeofetch and pygeovision

EOCoreINT is built entirely on two open-source packages created by our founder. pygeofetch unifies satellite-data access across 22+ providers; pygeovision layers on 24 AI subsystems, 10 end-to-end pipelines and a model registry.

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Data providers

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E2E pipelines

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AI subsystems

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Model architectures
From the Field

Case Studies & Insights

Sentinel-1C: What Changed, What Stayed the Same, and What It Means for Your Pipeline
Case Study

Sentinel-1C: What Changed, What Stayed the Same, and What It Means for Your Pipeline

Sentinel-1A was decommissioned in July 2026. Sentinel-1C is now the active constellation alongside 1D. Here is exactly what …

Read More
How to Write an EO Methods Section That Passes Technical Review
Case Study

How to Write an EO Methods Section That Passes Technical Review

Most EO methods sections in development project proposals fail technical review for the same three reasons. Here is …

Read More
Building a JupyterHub for 60 Students at KNUST with pygeovision Pre-Installed
Case Study

Building a JupyterHub for 60 Students at KNUST with pygeovision Pre-Installed

Here is the complete setup guide for deploying The Littlest JupyterHub for a university EO course — including …

Read More

Ready to turn satellite data into decisions?

Whether you're a student earning your first certificate or an agency commissioning a monitoring pipeline, EOCoreINT meets you where you are.