Deploy Machine Learning Pipeline on Google Kubernetes Engine

👉 Learning Goals of this Tutorial

What is a Container, What is Docker, What is Kubernetes, and What is Google Kubernetes Engine?
Build a Docker image and upload it on Google Container Registry (GCR).
Create clusters and deploy machine learning pipeline with Flask app as a web service.
See a web app in action that uses a trained machine learning pipeline to predict on new data points in real-time.

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
static		static
templates		templates
.gcloudignore		.gcloudignore
Dockerfile		Dockerfile
Insurance - Model Training Notebook.ipynb		Insurance - Model Training Notebook.ipynb
README.md		README.md
app.py		app.py
config.py		config.py
deployment_28042020.pkl		deployment_28042020.pkl
requirements.txt		requirements.txt