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By the end of this lecture, you will be able to: • Understand what Kubernetes is • Understand what a container is (at a high level) • Explain how Kubernetes manages workloads • Understand why Kubernetes is used in AI environments • Avoid common exam traps related to orchestration platforms No prior DevOps or container experience is required.