The documentation suggests not. There is more information on their task definition page, including a mysql example, where a data volume is usually a reasonably good idea i.e.:
{
  "image": "mysql",
  "name": "db",
  "cpu": 10,
  "memory": 500,
  "essential": true,
  "entryPoint": [
    "/entrypoint.sh"
  ],
  "environment": [
    {
      "name": "MYSQL_ROOT_PASSWORD",
      "value": "pass"
    }
  ],
  "portMappings": []
}
Yes, see the docs. They are configured as a part of an ECS Task Definition. Here is an article describing how to use them.
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