lynnlangit/hello-aws-data-services

AWS Data/MLServices sample code & notes for my LinkedIn Learning courses

AWS Data Services and Machine Learning

• 🌟 NEW in 2023 - Generative AI on AWS (Amazon Bedrock and more) - link

IMPORTANT This Repo is a companion to my LinkedIn Learning courses - services covered are shown in the diagram below. Detail on DEMOS for AWS services in this file

• 📚 my 'AWS Data Services' Linked In Learning course - link
• 📚 my 'AWS Machine Learning' Linked In Learning course - link

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Learn More AWS from Lynn

Code and Notes

My example AWS GitHub Repos (code, links and sample data):

• 'hello-aws-data-services' - link - this repo
• 'aws-cost-control' - link - repo / course
• 'aws-for-'bioinformatics' - link - repo / FREE course
• 'learning-hadoop-and-spark' - link - repo / course
• 'learning-nosql' - link - repo / course

Articles, Screencasts and Courses

• 📖 my Medium articles on AWS topics - link
• 🗣️ my YouTube AWS Serverless Playlist for serverless AWS - link
• 🗣️ my YouTube general AWS Playlist for general AWS - link
• 🗣️ my AWS Community Hero award(for Data) - link
• 📚 my LI_L courses - I have a large number of cloud and data courses on LinkedIn Learning. Below is a summary chart of my most popular courses for AWS Data topics. Just search on the course title (or my name) on the LinkedIn Learning site to view these courses.

hello-aws-data-services's Issues

Create CF Templates to set up all core service instances

Alternative to 'clicking' on the console for RDS, Redshift, EMR instance setup
Include tags
Include parameters in CF templates
-- AWS Region and AZ(s)
-- IAM roles and custom IAM policies (w/dynamic policy variables for AWS account number...)
-- RDS, Redshift, EMR instance sizes / types
Include 'clean up' script to remove all resources on request