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by Dr. Florent Poux
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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
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World Models & Spatial AI

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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3D AI Accelerator
invite-only Path

3D AI Accelerator

3D AI Architect ProgrammeWelcome to the Accelerator.Seventeen episodes. Six Acts. Six things you ship. By…

17 leçons View more
Free
invite-only Mastery

Spatial AI Architect (FR)

Formation Spatial AI Architect Durée : 120 heures (environ 12 semaines) Format : 100% e-learning…

6 leçons View more
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Spatial OS
Path

Spatial OS

Feed unstructured point clouds into advanced AI reasoning engines. 🎚️ Level: R&D Leader 🛠️ Core…

10 leçons•Non classé•⏱ 15 h 0 min View more
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3D Reconstructor OS
Path

3D Reconstructor OS

Turn raw, unstructured image data into metric 3DGS, point clouds, meshes, 3D experiences. 🎚️ Level:…

47 leçons•Non classé•⏱ 12 h 0 min View more
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3D Segmentor OS
Path

3D Segmentor OS

Build the bridge between 3D geometry and semantic intelligence with algorithms and apps. 🎚️ Level:…

9 leçons•Non classé•⏱ 18 h 0 min View more
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Applied Semantic Segmentation for LiDAR Point Cloud
DLC

Applied Semantic Segmentation for LiDAR Point Cloud

Transition from raw geometries to semantic intelligence. Deploy machine learning algorithms to automatically classify ground,…

15 leçons•Non classé•⏱ 7 h 0 min View more
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“Finally understood the full picture. The 7 Systems framework made everything click. Enrolled in the full program the next day.”
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Technical University of Madrid​

Used the starter templates to pitch my CTO. Got approved for the full program + AWS budget. This free sprint paid for itself 100x.
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PropTech Startup​

“The free sprint showed me I didn’t need a PhD. I went from complete beginner to processing LiDAR scans inproduction within 3 months.”
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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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