Section 2: Building Blocks

This section will work hands-on with AWS technologies such as IoT Greengrass and Amazon SageMaker to create a solution that delivers the power of machine learning models on local device data streams.

This section comprises the following chapters:

  • Chapter 2, Foundations of Edge Workloads
  • Chapter 3, Building the Edge
  • Chapter 4, Extending the Cloud to the Edge
  • Chapter 5, Ingesting and Streaming Data from the Edge
  • Chapter 6, Processing and Consuming Data on the Cloud
  • Chapter 7, Machine Learning Workloads at the Edge
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