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)