Cloud platforms offer scalable and cost-effective resources for AI applications.NVIDIA's Kubernetes-powered cloud infrastructure enables developers to deploy AI applications on serverless containers equipped with GPUs and TPUs.Microservices, Docker containers, and tools like Apache Kafka are used for building and deploying AI systems.The AI Development Stack provides a structured approach from prototyping to advanced AI solutions, integrating cloud technologies and advanced tools.