TERRA SYSTEMS · GLOBAL OPERATIONS (coming soon)
FIELD ACCURACY 67% · INTERVENTION REQUIRED
Terra Grid
Where models meet the real world
TERRA SYSTEMS' ML models achieve 99.9% accuracy in the lab and 67% in the field. Build Terra Grid Intelligence, an edge-deployed monitoring system.
One email when Terra Grid ships. Nothing else.
What this world adds
Forthcoming
Planned project: Build a versioned edge-model rollout with monitoring and a rehearsed rollback.
New work: Quantization, pruning, distillation, drift monitoring, federated learning and staged device updates.
Skills you can bring from Deep Orbit
Use these as refresher links, not a requirement to repeat the course. Later Deep Orbit modules require access. A previous completion record does not establish mastery of this new domain.
The full curriculum is being reviewed. This page describes its intended scope; no lessons or checkout are available for this world yet.
The 11 Stations
55 planned operations
- S01Edge AI BasicsFree at launch
- S02Model Optimization FundamentalsPlanned
- S03QuantizationPlanned
- S04Pruning & DistillationPlanned
- S05Edge DeploymentPlanned
- S06MLOps PipelinesPlanned
- S07Monitoring & Drift DetectionPlanned
- S08Federated LearningPlanned
- S09A/B Testing ModelsPlanned
- S10Scale & ReliabilityPlanned
- S11Capstone: Terra Grid IntelligencePlanned finale
Planned skills
8 capabilities
quantizationpruning & distillationedge deploymentMLOps pipelinesdrift detectionfederated learningA/B testingreliability at scale
Roles that use these skills
- MLOps Engineer
- Edge AI Engineer
- Production ML Engineer
The cast
5 characters
- CHChief Engineer Amira HassanMentor
Pragmatic, impatient with research-grade solutions
- MCMarcus ColePeer
DevOps lead, automation-first thinker
- DPDr. Nina ParkSkeptic
Data scientist who builds models but never deploys them
+ Operator Jin, GRID
Join the waitlist
One email when Terra Grid ships. Nothing else.
Can’t wait? Start free in Deep Orbit, the available course on tensors, training and browser inference.