[ISSUE]: Misrendered code snippet in GH pages on scikit-learn guide

[david-cortes-intel]

Issue Description

In the scikit-learn guide:
https://intel.github.io/optimization-zone/software/scikit-learn

If going down to this particular section:
https://intel.github.io/optimization-zone/software/scikit-learn/#serving-models-inference

There are sections there which do not get rendered correctly:

Those render as expected when viewing them in the regular GH browser:
https://github.com/david-cortes-intel/optimization-zone/blob/9d3fd5676d604f791ddf5637913460031c961819/software/scikit-learn/README.md#serving-models-inference

There doesn't appear to be anything wrong with the code - just for some reason it seems to interpret # in code comments as tacking precedence over backticks:

Additional Context

No response

[david-cortes-intel]

Additionally, there's also an issue with web links not being rendered as clickable: