Add Example for invoking AzureML model from ExasolDB using UDF

[MarleneKress79789]

Add a Jupyter Notebook example showcasing invoke a trained AzureML model from Exasol Database via UDF. This should include all functionality and key-words.

Builds on https://github.com/exasol/data-science-examples/issues/40

Might be similar to UseSagemakerModelFromExasol.ipynb .

### Tasks
- [x] make azurml endpoint
- [x] invoke endpoint from exasol udf
- [x] parse output from endpoint
- [x] load model to bucketfs
- [x] invoke local model from udf
- [x] parse output

[redcatbear]

Either Eswar deletes stuff or we need a larger subscription. Blocked. Marlene will talk to Eswar.