virtual environment
  To isolate a certain Python version & it's dependencies

container (Docker)
  For swapping of different OS
  Able to deploy code to host with different OS

  container managers/ochestrators
    Kubernetes (more commonly used)
    Docker swarm (easier deployment)

virtual machine
  Abstraction of hardware
  As if having n machines instead of 1