intro-01.md

MLOPS Introduction

I am running a Ubuntu 20-04 LTS, locally:

Setup the Environment

Installing Docker & Docker-compose

Docker

1. sudo apt update

2. sudo apt install docker.io

3. to test it run :

   • docker run hello-world

4. if permission add sudo

   • sudo docker run hello-world

Furthermore,to bypass the sudo:

sudo groupadd docker

sudo usermod -aG docker $USER

Docker-compose

To install docker-compse , go to github and check for latest version release:

1. Copy the link then :
   • wget https://github.com/docker/compose/releases/download/v2.5.0/docker-compose-linux-x86_64 -O docker-compose
2. change the permission adding the execution :

• chmod +x docker-compose

3. then add it to the path :
   • nano .bashrc

• add this line at the end of the file :

export PATH="${HOME}/soft:${PATH}"

• then: source .bashrc
• to check run : which docker-compose

Installing Anaconda

• go to Anaconda :

  OS : Linux

  • wget https://repo.anaconda.com/archive/Anaconda3-2022.05-Linux-x86_64.sh
  • bash Anaconda3-2022.05-Linux-x86_64.sh
  • and follow by accepting the licence and conda init.