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Claire Yan's Projects

decklink-snapshot-creator icon decklink-snapshot-creator

A stand-alone server which accepts requests to create snapshots of video stream captured by DeckLink devices.

disaster-response-pipeline icon disaster-response-pipeline

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.

dsnd_term1 icon dsnd_term1

Contains files related to content and project of DSND

dsnd_term2 icon dsnd_term2

Contains files related to content and project of DSND Term 2

finding-donors-for-charityml icon finding-donors-for-charityml

A supervised binary classification model that predicts individuals’ income, in order to help non-profit organizations decide whether they should reach out to the individual for donation.

gitops-pipeline-kubernetes-eks icon gitops-pipeline-kubernetes-eks

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

identify-customers-segments icon identify-customers-segments

Use unsupervised learning to identify facets of the population in Germany that are most likely to be purchasers of their products for a mail-out campaign.

image-classifier-for-flowers icon image-classifier-for-flowers

An image classifier command line program built with PyTorch, including options to create the best model as well as running prediction with existing models.

ml-microservice-kubernetes icon ml-microservice-kubernetes

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

recommendations-with-ibm icon recommendations-with-ibm

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.

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