Cleanup and Update Example Notebooks

benieric commented 4 months ago

Issue #, if available:

Description of changes:

Add sagemaker_core_overview.ipynb
- Overview of SageMakerCore, Resource Level Abstractions, Highlight OOP experience, compare experience with Boto3
Add intelligent_defaults_and_logging.ipynb
- Walkthrough of how to setup and use intelligent defaults
- Walkthrough of how to configure logging levels
Add inference_and_resource_chaining.ipynb
- Walkthrough of creating an Endpoint using Resource Chaining
  - Sync Inference - endpoint.invoke() + endpoint.invoke_with_response_stream()
  - Async Inference - endpoint.invoke_async()

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mohanasudhan commented 4 months ago

What are these csv files used for?

benieric commented 4 months ago

What are these csv files used for?

It is training and test data for XGboost model. Including so in the notebook can just upload to S3 directly to reduce total steps

UPDATE: I removed the data directory. I added some other notebooks which required pulling more model/input data and did not want to bloat this with random data that user can anyways fetch when they run the notebook

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aws / sagemaker-core

Cleanup and Update Example Notebooks #20