Note: in the videos we use Python 3.8. But you should use Python 3.9
- 5.1 Intro / Session overview
- 5.2 Saving and loading the model
- 5.3 Web services: introduction to Flask
- 5.4 Serving the churn model with Flask
- 5.5 Python virtual environment: Pipenv
- 5.6 Environment management: Docker
- 5.7 Deployment to the cloud: AWS Elastic Beanstalk (optional)
- 5.8 Summary
- 5.9 Explore more
- 5.10 Homework
Did you take notes? You can share them here (or in each unit separately)
- Notes from Alvaro Navas
- Docker notes
- Notes from froukje
- WSL + Docker notes
- Notes from Hareesh Tummala
- Notes about Docker
- Notes about Deployment, Pipenv, Flask, Docker by Oscar Garcia
- Notebook with commands for pipenv, flask, gunicorn, and Docker
- Notes from Peter Ernicke
- Notes from Kemal Dahha
- Add your notes here