Ansible is just a tool to do the operations. You will need Python also, and a terminal, basic stuff to do the commands. Do not worry. There is a way to run Ansible without installing via docker, but you still need to install docker to run the commands.

Ansible works on Windows, but you need to install Python, then pip install ansible https://pypi.org/project/ansible .

Looks like you need more skills to be able to install it, anyway if you want to learn to do it, the way to do it on your windows is via Python, create a virtual environment and install there the Ansible.

You can use the WSL2 to run Ansible on Windows. If that is already scary to you I wouldn't recommend running insecure beta software with internet access.