3D Geodata Academy

Limited time
Free Innovation Sprint: See Production Systems Live
Join Newsletter
Login
3D Geodata Academy logo, back to homepage
Entreprise
Start Free
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
Start Free Missions
Browse Library

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
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…

22 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…

44 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…

7 lessons•Data Sci•⏱ 15 h 0 min View more about Point Cloud Intelligence
Premium
Designing PointNet Models for Machine Learning Engineers
Single

Designing PointNet Models for Machine Learning Engineers

A highly focused deep-dive into the DNA of 3D Deep Learning. Construct, train, and evaluate…

8 lessons•3D Vision•⏱ 6 h 0 min View more about Designing PointNet Models for Machine Learning Engineers

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…

50 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​

•
4k+
Students Trained
500+
Companies Served
98%
Success Rate
5★
Average Rating

The Library

One subscription, the full shelf. Or pay once per course.

POPULAR
Full access
€
1297
/an
What's Included:
✓ Access to 30+ production-ready blueprints
✓ New courses added monthly
✓ Complete code repositories
✓ Video + written content
✓ Commercial license for all code
✓ Community forum access
✓ Cancel anytime
Get Full Library
Subscription • Lifetime access
Flexible

Buy One Course

What's Included:
✓ Buy only what you need
✓ Complete code repository
✓ Video + written content
✓ Commercial license for all code
✓ Community forum access
Choose Course
Pay once • Lifetime access
Join 1,200+ engineers learning with the Library

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.

Limited Time - Free Access

Start with the free mission

See how I work before you commit to anything.

Start Your Free Mission Now
No email required • Instant access • 100% Free

Join thousands of professionals who started their 3D journey here.
Your information is secure and never shared.

Let’s Connect

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

Send us a message
4k+
Students Trained
500+
Companies Served
98%
Success Rate
5/5
Average Rating
Scroll to Top