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Created by Dipaditya Das

Deploy Machine Learning Model on Docker

What are Linux containers?

Why use Linux containers?

What is Docker?

Image by Dan White 1000 on Shutterstock

We are going to do all our practicals in RedHat Linux Enterprise 8 (RHEL8).

Step — 1: Configuring Yum Repository for Docker

Step — 2: Installing Docker Community Edition

Step — 3: Enabling the Docker Service in RHEL 8

Step — 4: Enable Firewall for Docker Engine

Step — 5: Pulling the Latest Centos Docker Image

Step — 6: Create a Docker Container

Step — 7: Installing Python and Git

Step — 8: Git clone the Python Code

Step — 9: Creating our LinearRegression Model

Created by Dipaditya Das


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Dipaditya Das

IN ● MLOps Engineer ● Linux Administrator ● DevOps and Cloud Architect ● Kubernetes Administrator ● AWS Community Builder ● Google Cloud Facilitator ● Author