3D Geodata Academy

Limited time
3D Forge: Build Camp
Join Newsletter
Login
3D Geodata Academy logo, back to homepage
Enterprise
Start Free
A subscription catalogue of 3D courses

The 3D Course Library: point clouds, LiDAR and 3D deep learning

Every standalone course I publish stays open while you subscribe: Python for point cloud processing, LiDAR semantic segmentation, Gaussian splatting, 3D object detection, and deep learning on 3D data. Each course is self-contained, with the full code repository and a commercial licence. You can also buy any single course outright.

Browse the courses Download the catalogue (PDF)
  • €297 every 3 months
  • €897 a year, saving €291
  • Three-month minimum, then cancel
  • Or buy a single course outright

Used by engineers at Meta, Airbus, CNRS and Trimble
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 Dr. Florent Poux
Read more about Spatial OS

Micro-Courses & Blueprints

Single topics and DLC packs. Pick the exact skill you need, ship the result.

One course, one outcome. Each micro-course is self-contained: focused scope, complete code repository, video and written lessons. Built to solve a single problem in days, not months.
Premium
3D Forge: Build Camp

3D Forge: Build Camp

World Models & Spatial AI3D Forge: Build CampInstall one app, then build four working 3D…

8 lessons•Spatial AI View more about 3D Forge: Build Camp
Premium
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 lessons•3D Vision•⏱ 7 h 0 min View more about Applied Semantic Segmentation for LiDAR Point Cloud
Premium
Python and AI Programming for 3D Applications
Single

Python and AI Programming for 3D Applications

An aggressive introductory crash course into handling 3D point clouds programmatically, replacing UI dependency with…

23 lessons•Data Sci•⏱ 6 h 0 min View more about Python and AI Programming for 3D Applications
Premium
3D Object Detection Engine
Single

3D Object Detection Engine

Learn the algorithmic math that allows autonomous vehicles and robots to "see" and detect physical…

40 lessons•3D Vision•⏱ 12 h 0 min View more about 3D Object Detection Engine
Premium
Automating Scene Labeling with SegmentAnything 3D
DLC

Automating Scene Labeling with SegmentAnything 3D

Harness the power of Meta's billion-parameter Vision Foundation Model to automatically label unstructured 3D point…

5 lessons•3D Vision•⏱ 4 h 0 min View more about Automating Scene Labeling with SegmentAnything 3D
Premium
Point Cloud Intelligence
Single

Point Cloud Intelligence

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

8 lessons•Data Sci•⏱ 15 h 0 min View more about Point Cloud Intelligence

Operating Systems

Complete production stacks. Go end to end, from raw data to deployed spatial systems.

An Operating System is the full machine. It chains the skills from the micro-courses above into one complete production stack, from raw data to a deployed system. Start here when you want the end-to-end path.
Premium
Spatial OS
Path

Spatial OS

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

10 lessons•Spatial AI•⏱ 15 h 0 min View more about Spatial OS
Premium
3D Reconstructor OS
Path

3D Reconstructor OS

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

47 lessons•3D Recon•⏱ 12 h 0 min View more about 3D Reconstructor OS
Premium
3D Segmentor OS
Path

3D Segmentor OS

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

9 lessons•Data Sci•⏱ 18 h 0 min View more about 3D Segmentor OS
Premium
3D Deep Learning OS
Path

3D Deep Learning OS

Dive into 3D NN architectures and deploy state-of-the-art 3D Deep Learning Systems. 🎚️ Level: 3D…

51 lessons•3D Vision•⏱ 25 h 0 min View more about 3D Deep Learning OS
Trusted by Industry Leaders

Professionals at Leading Companies
Trust Our Training

Real results from real professionals.

“Finally understood the full picture. The 7 Systems framework made everything click. Enrolled in the full program the next day.”
Dr. Ana Lopez​

Researcher

•

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.
Raj Kumar​

ML Engineer

•

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.”
James Morrison​

Civil Engineer → Spatial AI Lead​

•
5k+
Students Trained
500+
Companies Served
98%
Success Rate
5★
Average Rating
Library pricing

One subscription, every standalone course

Two billing options, both opening the same catalogue. You pick one at checkout.

€297 / 3 months

Billed every three months. Three-month minimum, then cancel any time.

Save €291
€897 / year

€897 a year against €1,188 paid quarterly, roughly three months free.

Both open every standalone course I publish, with continuous updates, for as long as you subscribe. Fourteen-day money-back guarantee.

Start the Library Compare every level and price
  • Every standalone course I publish, updates included
  • 3D Forge: Build Camp included
  • The complete code repository for each course
  • Video and written lessons
  • Commercial licence for all the code
  • Community forum access
  • The four operating systems are bought on their own

Prefer one course at a time? Every course above can be bought outright, one payment, lifetime access, with the same repository and the same licence.

Browse the courses

Frequently Asked Questions

The Library (EUR 297 every three months, or EUR 897 a year) is the shelf: every standalone course I publish, including 3D Forge: Build Camp, for as long as you subscribe. The 3D AI Architect Program is the Library plus everything I do not sell separately: all four operating systems (EUR 1,497 each on their own), the 17-episode 3D AI Accelerator, the 17 artifacts you build, the full source code and trained AI models, and access to Neurones 3D (Science). Lifetime access, and a community I’m active in every week. Three tiers: Foundation EUR 1,997, Professional EUR 2,997, Architect EUR 12,997.
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.
14-day money-back guarantee on single courses and the Library. The 3D AI Architect tiers carry a 90-day transformation guarantee. Apply the material, and if you don’t see the value after actually using it, email me and I send the money back. No forms, no friction.
Python and PyTorch at the core, with Open3D and NumPy for the geometry. On top of that, the parts that are actually moving: Gaussian splatting and neural rendering for reconstruction, open-vocabulary models so you can query a scene in plain language instead of retraining a classifier, and 3D foundation models for zero-shot understanding. For shipping: FastAPI, Docker, React Three Fiber, and local-first inference, so your data never has to leave your machine. I teach agent tooling too, because the work is shifting from writing every function yourself to directing systems that write them for you. Every system ships with the full code repository and the deployment scripts, and you own all of it.

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.

The complete catalogue

Every course and every price, on ten pages

The whole academy in one PDF: what each course covers, who it is for, and what it costs. Useful when you want to read it properly, or send it to whoever signs off on your training budget.

No email required. Nothing to sign up for. Opens in a new tab.

Download the catalogue (PDF) See every level and price
Let’s Connect

Send us your questions and ideas and we will define the best path forward

Send us a message
5k+
Students Trained
500+
Companies Served
98%
Success Rate
5/5
Average Rating
Scroll to Top