---
title: "Machine Learning using Kubeflow"
chapter: true
weight: 420
pre: '<i class="fa fa-film" aria-hidden="true"></i> '
draft: false
aliases:
    - /kubeflow/
tags:
  - advanced
  - kubeflow
  - ml
  - OPN401
---

# Machine Learning using [Kubeflow](https://kubeflow.org/)

{{< youtube NC7hLibMZnk >}}

[Kubeflow](https://kubeflow.org) provides a simple, portable, and scalable way of running Machine Learning workloads on Kubernetes.

In this module, we will install Kubeflow on Amazon EKS, run a single-node training and inference using [TensorFlow](https://tensorflow.org/), train and deploy model locally and remotely using Fairing, setup Kubeflow pipeline and review how to call AWS managed services such as Sagemaker for training and inference.

![Kubeflow Logo](/images/kubeflow/kubeflow.svg)