House Price Prediction

Posted on 17 June 2024
Rating
0.0
House Price Prediction

This is an house price prediction software

  • Using R language and RStudio
  • R libraries: maps, ggplot2, corrplot, leaps, glmnet, pls and randomForest
  • ML models: Linear Regression, Best Subset Selection, Principal components Regression and Partial Least Squares Regression and Random Forest
  • Amazon Web Services (AWS) and Kubernetes: YAML, minikube, kubectl and cert-manager, etc.
  • Version control: GITLAB / GITHUB, GitHub Actions, Docker: Docker Desktop and Dockerfile
  • CI / CD (continuous integration and continuous delivery/continuous deployment)
  • Jira / Agile and Confluence, Jupyter Notebook.

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