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New scenario doc: Deploy data and ML pipelines on AKS with Flyte
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articles/aks/use-flyte.md

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---
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title: Build and deploy data and machine learning pipelines with Flyte on Azure Kubernetes Service
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title: Build and deploy data and machine learning pipelines with Flyte on Azure Kubernetes Service (AKS)
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titleSuffix: Azure Kubernetes Service
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description: Learn about Flyte, an open-source platform for building and deploying data and machine learning pipelines on Azure Kubernetes Service.
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description: Learn about Flyte, an open-source platform for building and deploying data and machine learning pipelines on Azure Kubernetes Service (AKS).
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ms.topic: how-to
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ms.date: 05/17/2024
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ms.date: 05/21/2024
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author: schaffererin
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ms.author: schaffererin
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ms.service: azure-kubernetes-service
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---
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# Build and deploy data and machine learning pipelines with Flyte on Azure Kubernetes Service (AKS)
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This article shows you how to use Flyte, an open-source platform for building and deploying data and machine learning pipelines on Azure Kubernetes Service (AKS).
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Flyte is a workflow orchestrator that unifies machine learning, data engineering, and data analytics stacks to help you build robust and reliable applications.
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This article shows you how to use Flyte on Azure Kubernetes Service (AKS). Flyte is an open-source workflow orchestrator that unifies machine learning, data engineering, and data analytics stacks to help you build robust and reliable applications.
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For more information, see [Introduction to Flyte](https://docs.flyte.org/en/latest/introduction.html).
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## Prerequisites
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* An Azure subscription. If you don't have an Azure subscription, you can create a [free account](https://azure.microsoft.com/free).
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* The Azure CLI installed and configured. Run `az --version` to check the version. If you need to install or upgrade, see [Install the Azure CLI](https://docs.microsoft.com/cli/azure/install-azure-cli).
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* The Helm CLI installed and updated. Run `helm version` to check the version. If you need to install or upgrade, see [Install Helm](https://helm.sh/docs/intro/install/).
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* The `kubectl` CLI installed and updated. Run `az aks install-cli` to install it locally or see [Install kubectl](https://kubernetes.io/docs/tasks/tools/install-kubectl/).
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* The Azure CLI installed and configured. Check your version using the `az --version` command. If you need to install or upgrade, see [Install the Azure CLI](https://docs.microsoft.com/cli/azure/install-azure-cli).
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* The Helm CLI installed and updated. Check your version using the `helm version` command. If you need to install or upgrade, see [Install Helm](https://helm.sh/docs/intro/install/).
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* The `kubectl` CLI installed and updated. Install it locally using the `az aks install-cli` command or using [Install kubectl](https://kubernetes.io/docs/tasks/tools/install-kubectl/).
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> [!NOTE]
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> If you're using the Azure Cloud Shell, the Azure CLI, Helm, and kubectl are already installed.

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