From the course: Azure AI Engineer Associate (AI-102) Cert Prep: Plan and Manage an Azure AI Solution (2023)
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Containerization of Cognitive Services - Azure Tutorial
From the course: Azure AI Engineer Associate (AI-102) Cert Prep: Plan and Manage an Azure AI Solution (2023)
Containerization of Cognitive Services
- [Instructor] In this video, we'll cover three key topics: what is a container, understanding containers, and how can we deploy a container. When we deploy software, we need to host it in an environment that provides the hardware, operating system, and runtime components. Azure cognitive services are provided as a cloud service in which software is hosted in an Azure datacenter that provides the underlying runtime, services, OS, and hardware. But, there are some Azure services that are available in a container where the container with Azure services, prepared operating system, and hardware is deployed in a container host system. A container comprises an application or services, along with the runtime components needed to run them while abstracting the underlying OS and hardware. Two key benefits we see for the usage of containers. Containers are portable across hosts and can run on different operating systems and…
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