Month 6-ML Infrastructure, Safety & Eval Infra, Capstone Defense¶
Goal: by the end of week 24 you have integrated the prior five months into one coherent capstone artifact, you can operate ML workloads on Kubernetes idiomatically, you understand the eval/safety infrastructure that gates production model deploys, and you can defend every design decision in a senior-level interview.
Weeks¶
- Week 21 - ML on Kubernetes: KServe, KubeRay, Volcano, GPU Operators
- Week 22 - Observability, Cost, Eval Pipelines, MLOps
- Week 23 - Safety, Red-Teaming, Alignment Infrastructure
- Week 24 - Capstone Integration & Defense