Development and Deployment with Docker and Python

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This repo is for the SoCal Python Meetup at GoGuardian, on Thursday, 3/28/2019. In this repo are resources to build your own development environment and deploy a toy machine learning model using Docker!

Presentation Slides:

• Develop with Docker
• Deploy with Docker

Getting Started:

1. Install Docker CE
2. Stop any processes you have running on ports 8888 or 8081
3. (Optional) Create a Docker Hub account and log in to Docker on your machine through the GUI or with docker login
4. Run the following commands:

$ git clone https://github.com/goguardian/PythonDevAndDeployWithDocker.git
$ cd PythonDevAndDeployWithDocker/devWithDocker
$ docker-compose build

You should now be building a docker image! If any of these steps fail, especially the docker pull, try again in a few minutes!

Additional Resources:

• GoGuardian Careers, check out our jobs!
• Docker documentation
• tf.Keras, the API we used to develop our ML model
• Jupyter Lab Documentation
• Theia IDE, an alternative to developing in Jupyter that's closer to VSCode
• Get started with NGINX
• Gunicorun documentation
• Falcon documentation
• Guide to Terraform and AWS