Tag: Docker

Big Data on Kubernetes: Streamline Your Big Data Workflows with Ease (Hadoop)

Big Data on Kubernetes: Streamline Your Big Data Workflows with Ease (Hadoop) Kubernetes provides a powerful platform for deploying and managing big data applications. By using Kubernetes to manage your big data workloads, you can take advantage of Kubernetes’ scalability, fault tolerance, and resource management capabilities. In this tutorial, we’ll explore how to deploy big data applications on Kubernetes. Prerequisites Before you begin, you will need the following: A Kubernetes cluster A basic understanding of Kubernetes concepts A big data…

Containerizing Your Code: Docker and Kubeflow Pipelines

Containerizing Your Code: Docker and Kubeflow Pipelines Kubeflow Pipelines allows you to build, deploy, and manage end-to-end machine learning workflows. In order to use custom code in your pipeline, you need to containerize it using Docker. This ensures that your code can be easily deployed, scaled, and managed by Kubernetes, which is the underlying infrastructure for Kubeflow. In this tutorial, we will guide you through containerizing your Python code using Docker and integrating it into a Kubeflow Pipeline. Prerequisites Docker…