Update documentation to use `sagemaker-python-sdk` as opposed to `sagemaker`

[sevdesk-ryanp]

What did you find confusing? Please describe. Your documentation suggests we use pip install sagemaker, as opposed to pip install sagemaker-python-sdk

This is confusing because your conda forge channel for sagemaker stopped being upgraded at 2.198.0 while sagemaker-python-sdk continues on to 2.241.0. This seems like a bug/ miss in your documentation

Describe how documentation can be improved Update all documentation to refer to sagemaker-python-sdk

Additional context I've had bugs in my dependency management because the old 'sagemaker' forge tries to pull exceedingly old and outdated versions of your CLI, breaking compatibility with current packages and breaking builds

# conda conda create -n sagemaker python=3.7 conda activate sagemaker conda install sphinx=3.1.1 sphinx_rtd_theme=0.5.0

Links:

Outdated, should be removed: https://anaconda.org/conda-forge/sagemaker

Should update documentation to refer to this: https://anaconda.org/conda-forge/sagemaker-python-sdk

[sevdesk-ryanp]

Please also update documentation that refers to this library:

https://docs.aws.amazon.com/sagemaker/latest/dg/studio-updated-local.html

[mufaddal-rohawala]

Thanks for reaching out to SageMaker, we are tracking this request for a quick follow up!

[mufaddal-rohawala]

Just to clarify the PyPI distribution for SageMaker Python SDK continues to be named as sagemaker.

PyPI dist - https://pypi.org/project/sagemaker/ CondaForge dist - https://anaconda.org/conda-forge/sagemaker-python-sdk

The only update needed with this request is to clarify the dist for conda.