Fix training/scoring conda deps (microsoft#262)

Azure deprecated their top level meta-package which led to a deprecation error. We don't actually need this top level package.

I took the opportunity to clean up the conda deps using the dependency tree.

- Trimmed the package list
- Explicitly list pip to avoid conda warning
- Use azureml-defaults for WebApp dependencies
- Lock azureml-sdk and azureml-defaults versions
- Add comments for dependencies

Update Image creation to use new package (microsoft#260)

Update Image creation to use the new package

remove file_name parameter because it's not used in function (microso…

…ft#252)

Bootstrap fixes (microsoft#250)

Making changes to experiment notebook based on changes to tutorial do…

…cument (microsoft#249)

* making changes to notebook based on changes to tutorial document

* test update to assert_almost_equal

* reference repo details in byoc guide

clearer explanation of the pipeline stages in the getting started gui…

…de (microsoft#247)

Moving code integration guide into this repo (microsoft#243)

* Moving code integration guide into this repo

* dtzar feedback

* add recommendation

set allow reuse to true (microsoft#242)

Co-authored-by: Eugene Fedorenko <[email protected]>

Sudivate dockertag (microsoft#240)

update doc with aks auth details (microsoft#239)