3D Geodata Academy

The Library

30+ Focused
Spatial AI Blueprints

Micro-courses with full code. Pick the exact topic you need, ship the result, move on. No fluff, no filler episodes.
Used by engineers at Meta, Airbus, CNRS and Trimble

Spatial OS

World Models & Spatial AI 3D Spatial OS Go from raw point clouds to a deployed 3D application. 5 production modules. Real Python. No black boxes. Just code you own. Note from Florent This is where it all clicks. The Spatial OS connects your 3D pipelines, AI models, and web delivery into one system you […]

10 Dec 2025 Prof. Florent Poux
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Point Cloud Feature Intelligence
Single wip

Point Cloud Feature Intelligence

Stop struggling with massive, unorganized LiDAR files. Master the end-to-end production workflow from raw data…

7 leçons⏱ 15 h 0 min View more
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3D Facility Management
Single wip

3D Facility Management

Wrap your advanced Spatial AI Agents and 3D data engines into sleek, production-ready cloud applications…

7 leçons⏱ 8 h 0 min View more
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HITL 3D Spatial Engine
Single

HITL 3D Spatial Engine

Construct the backend infrastructure required to process, index, and feed unstructured point clouds into advanced…

7 leçons⏱ 5 h 0 min View more
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Spatial Agent Orchestration
Single

Spatial Agent Orchestration

Architect autonomous LLM-driven agents capable of executing complex multi-step reasoning to interact with, query, and…

7 leçons⏱ 11 h 0 min View more
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3D Scene Graph Intelligence
Single

3D Scene Graph Intelligence

Transform millions of disconnected points into a queryable web of spatial relationships, teaching AI to…

7 leçons⏱ 10 h 0 min View more
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Spatial Web App Architecture
Single

Spatial Web App Architecture

Build the critical bridge between backend spatial mathematics and frontend deployment, wrapping algorithms in Flask…

7 leçons⏱ 7 h 0 min View more
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The Library

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✓ Access to 30+ production-ready blueprints
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Frequently Asked Questions

The Library (EUR 59/month) is a pick-and-choose shelf. 30+ micro-courses, one at a time, on the exact topic you need. The 3D AI Architect Program is the full path. Lifetime access, 19 episodes, 17 artifacts, plus a community I’m active in every week. Three tiers: Foundation EUR 1,497, Professional EUR 2,497, Architect EUR 3,997. All founding prices.
You need intermediate Python and a rough sense of what a point cloud is. That’s it. I explain the math as we go, and I favor intuition over proofs. Most students are working engineers, not academics.
Yes. Full commercial license. Use every line in your products, client work or internal tools. The only thing you can’t do is resell the course itself as training material.
Each system is about 20 hours of focused work. At 10 hours a week the full set runs under 30 days. Students building MVPs finish the relevant parts in under a week full-time. Lifetime access means no pressure.
90-day refund after applying the material. If you use it and it doesn’t deliver, email me and I send the money back. No forms, no friction.

Python, PyTorch, Open3D, NumPy for core AI. FastAPI, Docker, React Three Fiber for deployment. Everything is production-grade and industry-standard. Every system includes complete code repositories and deployment scripts.

Recommended for deep learning systems (4, 5, 6). I provide Google Colab notebooks (free GPU) for all GPU-intensive modules. You can complete the entire program without owning a GPU.

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