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Deploying a Neural Network with FastAPI, Docker, and Kubernetes
In this guide, we will deploy a neural network using FastAPI, containerize it with Docker, and orchestrate the deployment with Kubernetes.
What is Kubernetes
Kubernetes (K8s) is a powerful tool that helps manage and run applications in **containers**. Think of it as a **smart manager** that makes sure your apps are always running, even …
Kubernetes Architecture
Kubernetes architecture ensures that applications are deployed, managed, and scaled in a consistent and reliable way. It abstracts the complexities of managing containerized applications and provides a flexible system to …
What is Azure Virtual Machines
Azure Virtual Machines (VMs) are scalable, on-demand computing resources in Microsoft Azure. They allow you to run applications, host services, and perform cloud-based workloads just like a physical server.
Pods in Kubernetes
A **Pod** is the smallest and simplest unit in Kubernetes. It is a group of one or more containers that share the same network namespace, storage, and other resources. Pods …