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Kubernetes streamlines cloud operations by automating key tasks, specifically deploying, scaling, and managing containerized applications. AI/ML and Kubernetes work together seamlessly, simplifying the deployment and management of AI/ML applications. Kubernetes offers automatic scaling based on demand and efficient resource allocation, and it ensures high availability and reliability through replication and failover features. This partnership streamlines the AI/ML development process, making it agile and cost-effective. Real-world use cases demonstrate how companies and products can benefit from Kubernetes and AI/ML.
