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AWS Data Services

This is a set of scripts and instructions designed to help you quickly set up and load key AWS data services for demo and learning purposes. The goal is to get a 'Hello World' implementation set up quickly. These samples use the Navicat client (14-day free trial) for RDS and Redshift. Uses SSH to connect to EMR. Includes the following:

  • AWS RDS MySQL
  • AWS Redshift
  • AWS EMR with Spark
  • AWS Athena
  • AWS DynamoDB
  • AWS Kinesis, including Kinesis Analytics

Includes simple scripts as follows:

  • awscli scripts
  • AWS SDK node.js scripts

Includes information about using machine learning servers and services, including the following:

  • AWS Machine Learning AMI for EC2
  • AWS SageMaker
  • MxNet on Databricks using AWS
  • AWS EMR with Spark ML

NOTES on the examples:

  • All are set to run in the 'us-east-1' AWS availability zone (AZ).
  • All were prepared on an OSX laptop.
  • Machine Learning 'Hello World' example is 'mnist' (the 10 handwritten digits)

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Create and populate AWS data and machine learning services

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