pycaret-gcp-deployement

Reference :-

Author :- Moez Ali, I have tried the pycaret framework which give more advanced in pipeline and colud technologies w.r.t Machine Learning

Deploy Machine Learning Pipeline on Google Kubernetes Engine

A beginner’s guide to train and deploy machine learning pipelines in Python using PyCaret

👉 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.

Read the complete post: https://medium.com/@moez_62905/deploy-machine-learning-model-on-google-kubernetes-engine-94daac85108b

• Official : https://www.pycaret.org

• LinkedIn : https://www.linkedin.com/company/pycaret/

• YouTube : https://www.youtube.com/channel/UCxA1YTYJ9BEeo50lxyI_B3g

• PyCaret's Repository : https://www.github.com/pycaret/pycaret