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1. gitops-pipeline-kubernetes-eks gitops-pipeline-kubernetes-eks Public

   GitOps project with an end-to-end CI/CD pipeline for Kubernetes application. Use blue/green deployment strategy to deploy to Amazon EKS Cluster.

   Shell

2. ml-microservice-kubernetes ml-microservice-kubernetes Public

   Operationalize a Machine Learning micro-service API that serves out predictions about housing prices. Deploy to local cluster using Kubernetes.

   Python

3. deploy-web-app-using-cloudformation deploy-web-app-using-cloudformation Public

   Deploy web servers for a highly available web app using AWS CloudFormation.

   Shell

4. sparkify sparkify Public

   Use Spark to process user activity logs of a 2-month duration and build classification models to predict churned users with Spark’s MLlib.

   Jupyter Notebook

5. recommendations-with-IBM recommendations-with-IBM Public

   Analyze the interactions that users have with articles on the IBM Watson Studio platform, and make recommendations to them about new articles they might like.

   Jupyter Notebook

6. disaster-response-pipeline disaster-response-pipeline Public

   A web app implementing a machine learning pipeline to categorize message that were sent during disaster events, so that they can be forward to an appropriate disaster relief agency.

   Python