azureml-mlflow 1.62.0 removed azure-common as dependency

- **Package Name**: `azureml-mlflow`
- **Package Version**: `1.62.0`
- **Operating System**: Ubuntu 22.04.5 LTS
- **Python Version**: 3.10

**Describe the bug**
A lot of our code that sends experiments to azureml breaks due to the lack of `azure-common` module on the new version.

```bash
ModuleNotFoundError: No module named 'azure.profiles'
```

**Additional context**
I mostly want to ask if this is a deliberate choice, so that we know if we should specifically version the `azure-common` package instead of relying on the `azureml-mlflow` package to pick the right version for it.