Start docker containers and get into the cli one:
docker-compose up -d
docker-compose exec cli composer install
docker-compose exec cli bash
If you want to install as new site:
drush site-install
If you want to use existing config:
drush si --existing-config
If you want to update core:
composer update drupal/core drupal/core-recommended --with-dependencies