Kubernetes Academy
Run inference workloads that scale and stay up.
Deployments, autoscaling, resource limits, GPU scheduling and rollout strategy — aimed squarely at serving models rather than at generic web services.
Duration
6 weeks
Content
48 hours
Lessons
52
Level
Advanced
Students
611
Certified
342
RIVA mentors you through every lesson, lab and assessment in this academy — and knows where you got stuck last time.
What you’ll be able to do
Written as capabilities, not topics. If you can’t do these at the end, the academy didn’t work.
- Deploy and autoscale an inference service under real load
- Schedule GPU workloads without starving the cluster
- Roll out and roll back with no dropped requests
- Set requests and limits from measurements, not guesses
Skills you'll build
Tools you'll use
5 modules · 52 lessons
Module outline published. Full lesson list unlocks when the next cohort opens — we don't list lessons before they're recorded.
01Core objectsPods, deployments, services and configuration.11 lessons · 3h
Lesson list publishes when the cohort opens.
02ScalingHPA, KEDA and scaling on queue depth rather than CPU.10 lessons · 3h
Lesson list publishes when the cohort opens.
03GPU workloadsNode pools, taints, tolerations and fair sharing.10 lessons · 3h
Lesson list publishes when the cohort opens.
04RolloutsBlue/green, canary and honest readiness probes.10 lessons · 3h
Lesson list publishes when the cohort opens.
05ObservabilityMetrics, traces and the four signals that matter.11 lessons · 3h
Lesson list publishes when the cohort opens.
Projects you can ship
Predictive Maintenance Copilot
Correlate sensor anomalies with maintenance history and the equipment manual, then hand a technician a ranked checklist for a machine that hasn't failed yet.
Manufacturing · 26h · Professional
Network Incident Commander
Correlate alarms across a regional network into one incident, propose the likely root cause with evidence, and draft the customer notice — under supervision.
Telecom · 34h · Expert
On completion
ReveloSoft Certified Professional
You design systems other engineers build on, and you can defend the design under pressure. Evaluation, cost and failure behaviour are part of your answer, not an afterthought.
120-minute assessment · pass mark 80% · QR-verifiable credential
- Hold the Associate certificate
- Complete three Professional-level academies
- Pass the case-study and system-design assessment
- Ship an enterprise project with an evaluation suite
- Pass a technical review with a ReveloSoft mentor