Demos for AWS workloads

This repository will provide some examples from my daily AWS workloads. It will probably grow day by day. So far, the most examples are written in Python. Therefore, feel free to participate!

SAM ClI

• SAM is an interactive CLI to create Serverless Applications. You can find four simple exmaples here

Big Data workloads

• Lambda does not fit your workload? The SQS example will show you how to unzip large gzip files via S3 events and EC2.
• Do you want to use Zeppelin on AWS EMR without hard coded credentials? Look up this example.

Amplify

• Recently the kindergarten my daughter needed an app to collect the duty hours of the parents. This was my first contatc with Amplify, which is greate tool for web developers.

AWS IoT

• This AWS IoT example shows how to publish random data to an AWS IoT topic. The example can be extended to recieve data as well. The script can run on an Raspberry Pi but also on your local machine.

Cloudformation templates

• If your interested in various examples of CloudFormation, look here. It's a repo of one of my colleagues.
• A small Demo on how to use Parameters and Troposphere in and for Cloudformation can be found here.

Cloud Development Kit (CDK) Examples

• Various example can be found here!

Docker on AWS

• Do you want to host a Docker container as Apache webserver? This Docker example will show you how.
• Do you want a CICD for a the previous (or any other) Docker workload? Look out here!
• Docker batch workloads? Look here!

Deploying an AWS Lambda on AWS via Serverless

• You do not how a deployment to AWS Lambda could work? The example on Serverless will show you how.
• Do you need a example for a simple Lambda processing pipeline? In this tutorial for connecting Amazon S3 and DynamoDB via AWS Lambda, you will get your example.
• How to prevent unintentional deletion of buckets and their contents? This example shows it with Lambda and the setting of Bucketpolicies.
• Do you want to automize your IAM processes? Have a look here!
• Do you want to dump Data from from your DynamoDB as CSV? Have a look!
• Chunking a big CSV into smaller files? Without using pandas? Click!

Deploying my HUGO webpage

• You want to know how to set up a HUGO webpage within a CICD pipeline? Look at this example.
• Do you need a Lambda which loads data from a CSV into DynamoDB? Go forward!
• After we have loaded our data into a DynamoDB table, we maybe want to call it from our static website. This example shows how to use the AWS Javascript SDK to do so.

Machine and DeepLearning on AWS

• Do you want to know how to use a the AWS out-of-the-box convolutional neural network (CNN)? Try it out with this example.
• Do you want to know how Amazon Rekognition and Polly can interact with each other? Look up this example.
• Got a text-to-speech problem? Look here for an example. The example describes experiences as well.
• You are a data scientist and you love to use cheat sheets? I found this nice repo and forked it. It contains a lot of different pdf's.

Talks on AWS within our AWS UserGroup

• Do you want to know how to make AWS AI/ML services available on IoT? Within our AWS UserGroup in Hannover we talked about that.
• Here, you can find my talk at the AWS Community Day in Hamburg 2019 about using a CPU fan to build a up data lake. All technical information can be found here.