Python · MIT
ai-infra-curriculum/ai-infra-engineer-learning
AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)
★ 1.8k
Stars
318 forks · 1 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
30.7
Momentum / 100
see the breakdown below
12mo ago
Created
last push 4d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.42× the monthly pace |
| Freshness | 15 | 14.9 | last push 4d ago; decays to zero at 180 days |
| Scale | 15 | 9.5 | 1.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 30.7 | sum of the above |
Detail
| Topics | aiai-infrastructurecareer-developmentcurriculumdevopseducationengineerkuberneteslearninglearning-resourcesmachine-learningmlopssre |
| Matched on | Dev Tools (devops, kubernetes) Learning & Roadmaps (learning-resources) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +70 stars over 26 days = 2.7/day |
| Lifetime average | 4.90 stars/day over 376 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |