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