Deploy Machine Learning Pipeline on AWS Fargate

A beginner's guide to containerize and deploy machine learning pipeline serverless on AWS Fargate

👉 Learning Goals of this Tutorial

• What is a Container? What is Docker? What is Kubernetes?
• What is Amazon Elastic Container Service (ECS)?
• What is AWS Fargate and serverless deployment?
• Build and push a Docker image onto Amazon Elastic Container Registry.
• Create and execute a task definition using AWS-managed infrastructure i.e. AWS Fargate.
• See a web app in action that uses a trained machine learning pipeline to predict new data points in real-time.

Read the complete post: https://medium.com/@moez_62905/deploy-machine-learning-pipeline-on-aws-fargate-eb6e1c50507

• 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