• Home
  • 1. Getting started
    • 1.1 Login to your temporary workshop AWS Account
    • 1.2 Download workshop content
  • 2. Distributed Training with PyTorch and Amazon SageMaker
    • 2.1 Why distributed training
    • 2.2 How Amazon SageMaker and PyTorch work together
    • 2.3 Notebook: PyTorch Native Distributed Training with Amazon SageMaker
    • 2.4 Bonus: PyTorch SageMaker Data Parallel Distributed Training with Amazon SageMaker
  • 3. Clean up resources
    • Delete all resources
  • Appendix
    • Documentation resources
    • Blogposts and videos

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Documentation resources

Documentation resources

1. SageMaker SDK API guide

https://sagemaker.readthedocs.io/en/stable/

2. SageMaker Sample Notebooks on GitHub

https://github.com/awslabs/amazon-sagemaker-examples

3. SageMaker Developer Guide

https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html

4. SageMaker API Reference

https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_Operations_Amazon_SageMaker_Service.html