Install docker with

sudo yum install docker-engine

Install docker-compose (from Docker Docs)

sudo curl -L "https://github.com/docker/compose/releases/download/1.25.4/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
sudo chmod +x /usr/local/bin/docker-compose

Start docker

service docker start

https://docs.docker.com/engine/install/debian/

apt-get update
 
apt-get install \
    apt-transport-https \
    ca-certificates \
    curl \
    gnupg-agent \
    software-properties-common
 
curl -fsSL https://download.docker.com/linux/debian/gpg | apt-key add -
apt-key fingerprint 0EBFCD88
 
add-apt-repository \
   "deb [arch=amd64] https://download.docker.com/linux/debian \
   $(lsb_release -cs) \
   stable"
 
apt-get update
apt-get install docker-ce docker-ce-cli containerd.io
 
#testing out
docker run hello-world

from https://www.digitalocean.com/community/tutorials/how-to-install-docker-compose-on-debian-10-de

curl -L https://github.com/docker/compose/releases/download/1.29.1/docker-compose-`uname -s`-`uname -m` -o /usr/local/bin/docker-compose
chmod +x /usr/local/bin/docker-compose
 
#test with
docker-compose --version

https://docs.docker.com/engine/install/ubuntu/

sudo apt-get install \
    ca-certificates \
    curl \
    gnupg \
    lsb-release
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
echo \
  "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu \
  $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
sudo apt update
sudo apt-get install docker-ce docker-ce-cli containerd.io

sudo groupadd docker
sudo usermod -aG docker $USER

First install WSL according to the docs: https://docs.microsoft.com/de-de/windows/wsl/install-manual, then install docker Desktop as admin.

If the user is not admin, its needs to be added to a Group